Database exists, assume schema does, too.

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenuePerShare	sector	sharesOutstanding	shortRatio	totalAssets	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
PG	0.442647	0.681	73.6	3.65	0.0238	0.051	21462999040	0.26957	22.319181	10515874816	...	32.886	Consumer Defensive	2419950080	2.08	NaN	8526000128	3.554	33668999168	79617998848	25.941154
NBHC	0.889215	NaN	NaN	0.92	0.0239	-0.302	NaN	0.0	14.79845	NaN	...	9.368	Financial Services	30297900	2.85	NaN	786385024	26.331	64249000	286185984	12.120635
ENTA	0.599509	8.629	5.446	NaN	NaN	NaN	-124440000	-1.33837	-7.81262	-46898876	...	4.593	Healthcare	20324800	6.39	NaN	259052000	12.618	20933000	92979000	error
UDR	0.743627	0.107	121.819	1.52	0.0312	4.743	804448000	0.59075	165.77777	827238016	...	4.455	Real Estate	309185984	5.38	NaN	11383000	0.036	5670699008	1361728000	248.66664
SMTC	1.532843	3.912	26.055	NaN	NaN	1.253	175896000	0.23742	18.732483	161634624	...	11.457	Technology	64436800	2.94	NaN	290183008	4.527	192230000	740857984	36.33107
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
ACIW	error	error	error	error	error	error	error	error	error	error	...	error	error	error	error	error	error	error	error	error	error
PFE	0.708257	1.386	44.072	1.6	0.0299	0.591	37115998208	0.40154	1.009058	34285750272	...	16.479	Healthcare	5610899968	2.23	NaN	23901999104	4.26	36441001984	92432998400	12.255329
VCR	NaN	error	error	NaN	NaN	error	error	error	NaN	error	...	error	error	error	error	6015592448	error	error	error	error	error
ARCB	1.578039	1.163	39.609	0.48	0.0056	2.08	468940992	0.10454	6.69856	122347504	...	177.408	Industrials	24484200	3.79	NaN	101132000	4.131	389422016	4485927936	8.079044
GME	-0.985027	2.067	42.531	NaN	NaN	NaN	-343400000	-0.05618	-33.836586	-572687488	...	81.416	Consumer Cyclical	76129000	5.7	NaN	1035000000	13.665	617000000	6112300032	error

1520 rows × 36 columns

	Symbol
SP1500	SPTM
SP500	SPY
SP600	SLY
SP400	MDYG

	Symbol
Communication Services ETF	VOX
Consumer Discretionary ETF	VCR
Consumer Staples ETF	VDC
Energy ETF	VDE
Financials ETF	VFH
Health Care ETF	VHT
Industrials ETF	VIS
Information Technology ETF	VGT
Materials ETF	VAW
Real Estate ETF	VNQ
Utilities ETF	VPU

	SP1500	SP500	SP600	SP400	Communication Services ETF	Consumer Discretionary ETF	Consumer Staples ETF	Energy ETF	Financials ETF	Health Care ETF	Industrials ETF	Information Technology ETF	Materials ETF	Real Estate ETF	Utilities ETF
2017-02-13	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-02-14	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-02-15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-02-16	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-02-17	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
2022-06-06	-0.000133	-0.000158	-0.000068	0.000037	-0.001031	-0.000514	-0.000083	0.002817	-0.000181	-0.000163	-0.000165	-0.000374	0.001356	-0.000703	0.000713
2022-06-07	0.000130	0.000115	0.000059	0.000266	-0.000944	-0.000605	0.000391	0.003171	-0.000001	0.000366	0.000084	-0.000085	0.001630	-0.000408	0.001018
2022-06-08	-0.000482	-0.000483	-0.000553	-0.000545	-0.001474	-0.001191	0.000076	0.003582	-0.000862	-0.000078	-0.000548	-0.000933	0.000769	-0.001018	0.000828
2022-06-09	-0.000781	-0.000789	-0.000847	-0.000876	-0.001803	-0.001638	-0.000038	0.002757	-0.001151	-0.000439	-0.000833	-0.001105	0.000275	-0.001434	0.000351
2022-06-10	-0.001037	-0.001048	-0.001047	-0.001140	-0.001934	-0.001995	0.000070	0.002643	-0.001614	-0.000529	-0.001207	-0.001398	-0.000078	-0.001660	0.000286

1342 rows × 15 columns

	SP1500	SP500	SP600	SP400	Communication Services ETF	Consumer Discretionary ETF	Consumer Staples ETF	Energy ETF	Financials ETF	Health Care ETF	Industrials ETF	Information Technology ETF	Materials ETF	Real Estate ETF	Utilities ETF
2017-03-31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-06-30	0.030375	0.030708	0.018327	0.031752	-0.024136	0.028386	0.010040	-0.078709	0.038955	0.072895	0.042167	0.041388	0.026999	0.017375	0.022113
2017-09-30	0.044807	0.045666	0.064962	0.035020	0.015498	0.014521	-0.012346	0.069612	0.052789	0.040565	0.052781	0.083223	0.066617	0.008095	0.031518
2017-12-31	0.066880	0.069917	0.038747	0.074139	0.000763	0.097848	0.059268	0.073946	0.073683	0.018576	0.066175	0.093087	0.071798	0.012742	0.000687
2018-03-31	-0.021321	-0.024130	-0.011631	-0.003978	-0.085669	-0.001942	-0.073521	-0.078807	-0.015065	-0.020049	-0.033542	0.020711	-0.072483	-0.086159	-0.033734
2018-06-30	0.052094	0.047568	0.106722	0.045520	0.035862	0.088528	0.006353	0.150528	-0.011331	0.055259	-0.008057	0.080437	0.036210	0.094633	0.053422
2018-09-30	0.070536	0.078236	0.032842	0.032902	0.023115	0.066008	0.050064	0.021911	0.031675	0.137698	0.094874	0.117719	0.007338	0.000044	0.019751
2018-12-31	-0.142834	-0.137319	-0.193040	-0.172165	-0.143117	-0.162070	-0.055862	-0.267451	-0.138848	-0.108129	-0.183620	-0.174415	-0.154310	-0.058855	0.009925
2019-03-31	0.151853	0.144236	0.124660	0.157497	0.139541	0.157197	0.111156	0.178564	0.109942	0.081835	0.183161	0.217473	0.126958	0.173365	0.103055
2019-06-30	0.039106	0.040369	0.010843	0.030815	0.035928	0.040127	0.036556	-0.048754	0.067026	0.017469	0.034436	0.054745	0.040951	0.015389	0.035855
2019-09-30	0.006291	0.011423	-0.004200	-0.009122	-0.002023	0.002509	0.056319	-0.075658	0.013235	-0.035439	0.004465	0.016115	-0.013089	0.075811	0.090872
2019-12-31	0.090490	0.089876	0.082573	0.066590	0.086727	0.056223	0.036517	0.054552	0.096390	0.147851	0.058155	0.139034	0.066971	0.005745	0.002011
2020-03-31	-0.205302	-0.194477	-0.328050	-0.247693	-0.187109	-0.231167	-0.141472	-0.523877	-0.330709	-0.131539	-0.279339	-0.131215	-0.278876	-0.241350	-0.141270
2020-06-30	0.206715	0.201618	0.223617	0.259149	0.224230	0.379795	0.094561	0.332245	0.135641	0.164463	0.182339	0.318555	0.260712	0.135399	0.024507
2020-09-30	0.086119	0.090383	0.032878	0.068091	0.097573	0.192380	0.098022	-0.188315	0.028859	0.062281	0.118587	0.120087	0.120651	0.013268	0.051209
2020-12-31	0.132216	0.121185	0.312278	0.211458	0.182130	0.172875	0.074374	0.300830	0.253698	0.101111	0.178685	0.138205	0.172363	0.092916	0.073335
2021-03-31	0.070761	0.063518	0.184526	0.084662	0.083288	0.073815	0.030385	0.324479	0.165207	0.025327	0.116450	0.015110	0.105419	0.087920	0.031042
2021-06-30	0.080495	0.083593	0.043034	0.033635	0.108092	0.064435	0.029888	0.126094	0.074954	0.083442	0.040613	0.114030	0.049264	0.115985	-0.005272
2021-09-30	0.000378	0.002523	-0.030694	-0.024123	-0.021207	-0.012866	-0.018026	-0.026222	0.024323	0.000121	-0.043573	0.006319	-0.041816	-0.000098	0.002739
2021-12-31	0.103038	0.106772	0.049293	0.077726	-0.037011	0.099010	0.115277	0.050203	0.042310	0.077925	0.080207	0.141743	0.136524	0.139811	0.124048
2022-03-31	-0.049102	-0.049099	-0.058344	-0.089783	-0.114414	-0.103975	-0.019862	0.379204	-0.032929	-0.045192	-0.041831	-0.090992	-0.014374	-0.065856	0.034591
2022-06-10	-0.133501	-0.136923	-0.094221	-0.126263	-0.186172	-0.213144	-0.056250	0.157138	-0.144127	-0.096116	-0.121767	-0.190021	-0.080392	-0.145335	-0.038317

Seasonal Indexes

	03-31	06-30	09-30	12-31
SP1500	-0.010622	0.081757	0.041626	0.049958
SP500	-0.011990	0.080771	0.045646	0.050086
SP600	-0.017768	0.080509	0.019158	0.057970
SP400	-0.019859	0.080174	0.020554	0.051549
Communication Services ETF	-0.032872	0.075995	0.022591	0.017899
Consumer Discretionary ETF	-0.021214	0.120254	0.052510	0.052777
Consumer Staples ETF	-0.018663	0.035480	0.034807	0.045915
Energy ETF	0.055913	0.096281	-0.039735	0.042416
Financials ETF	-0.020711	0.061049	0.030176	0.065446
Health Care ETF	-0.017923	0.078706	0.041045	0.047467
Industrials ETF	-0.011020	0.058300	0.045427	0.039920
Information Technology ETF	0.006217	0.121831	0.068693	0.067531
Materials ETF	-0.026671	0.082827	0.027940	0.058669
Real Estate ETF	-0.026416	0.075756	0.019424	0.038472
Utilities ETF	-0.001263	0.026125	0.039218	0.042001

Note if the final data in the prices ends on a quarter, this will aggregate into the seasonal_index above and there will be no comparison
Current

	06-10
Energy ETF	0.157138
Utilities ETF	-0.038317
Consumer Staples ETF	-0.056250
Materials ETF	-0.080392
SP600	-0.094221
Health Care ETF	-0.096116
Industrials ETF	-0.121767
SP400	-0.126263
SP1500	-0.133501
SP500	-0.136923
Financials ETF	-0.144127
Real Estate ETF	-0.145335
Communication Services ETF	-0.186172
Information Technology ETF	-0.190021
Consumer Discretionary ETF	-0.213144

	2017-03-31 00:00:00	2017-06-30 00:00:00	2017-09-30 00:00:00	2017-12-31 00:00:00	2018-03-31 00:00:00	2018-06-30 00:00:00	2018-09-30 00:00:00	2018-12-31 00:00:00	2019-03-31 00:00:00	2019-06-30 00:00:00	2019-09-30 00:00:00	2019-12-31 00:00:00	2020-03-31 00:00:00	2020-06-30 00:00:00	2020-09-30 00:00:00	2020-12-31 00:00:00	2021-03-31 00:00:00	2021-06-30 00:00:00	2021-09-30 00:00:00	2021-12-31 00:00:00	2022-03-31 00:00:00	2022-06-10 00:00:00
0	SP1500	Health Care ETF	Information Technology ETF	Consumer Discretionary ETF	Information Technology ETF	Energy ETF	Health Care ETF	Utilities ETF	Information Technology ETF	Financials ETF	Utilities ETF	Health Care ETF	Information Technology ETF	Consumer Discretionary ETF	Consumer Discretionary ETF	SP600	Energy ETF	Energy ETF	Financials ETF	Information Technology ETF	Energy ETF	Energy ETF
1	SP500	Industrials ETF	Energy ETF	Information Technology ETF	Consumer Discretionary ETF	SP600	Information Technology ETF	Consumer Staples ETF	Industrials ETF	Information Technology ETF	Real Estate ETF	Information Technology ETF	Health Care ETF	Energy ETF	Materials ETF	Energy ETF	SP600	Real Estate ETF	Information Technology ETF	Real Estate ETF	Utilities ETF	Utilities ETF
2	SP600	Information Technology ETF	Materials ETF	SP400	SP400	Real Estate ETF	Industrials ETF	Real Estate ETF	Energy ETF	Materials ETF	Consumer Staples ETF	Financials ETF	Utilities ETF	Information Technology ETF	Information Technology ETF	Financials ETF	Financials ETF	Information Technology ETF	Utilities ETF	Materials ETF	Materials ETF	Consumer Staples ETF
3	SP400	Financials ETF	SP600	Energy ETF	SP600	Consumer Discretionary ETF	SP500	Health Care ETF	Real Estate ETF	SP500	Information Technology ETF	SP1500	Consumer Staples ETF	Materials ETF	Industrials ETF	SP400	Industrials ETF	Communication Services ETF	SP500	Utilities ETF	Consumer Staples ETF	Materials ETF
4	Communication Services ETF	SP400	Financials ETF	Financials ETF	Financials ETF	Information Technology ETF	SP1500	SP500	SP400	Consumer Discretionary ETF	Financials ETF	SP500	Communication Services ETF	SP400	Consumer Staples ETF	Communication Services ETF	Materials ETF	SP500	SP1500	Consumer Staples ETF	Financials ETF	SP600
5	Consumer Discretionary ETF	SP500	Industrials ETF	Materials ETF	Health Care ETF	Health Care ETF	Consumer Discretionary ETF	Financials ETF	Consumer Discretionary ETF	SP1500	SP500	Communication Services ETF	SP500	Communication Services ETF	Communication Services ETF	Industrials ETF	Real Estate ETF	Health Care ETF	Health Care ETF	SP500	Industrials ETF	Health Care ETF
6	Consumer Staples ETF	SP1500	SP500	SP500	SP1500	Utilities ETF	Consumer Staples ETF	SP1500	SP1500	Consumer Staples ETF	SP1500	SP600	SP1500	SP600	SP500	Consumer Discretionary ETF	SP400	SP1500	Real Estate ETF	SP1500	Health Care ETF	Industrials ETF
7	Energy ETF	Consumer Discretionary ETF	SP1500	SP1500	SP500	SP1500	SP400	Communication Services ETF	SP500	Communication Services ETF	Industrials ETF	Materials ETF	Consumer Discretionary ETF	SP1500	SP1500	Materials ETF	Communication Services ETF	Financials ETF	Consumer Discretionary ETF	Consumer Discretionary ETF	SP500	SP400
8	Financials ETF	Materials ETF	Health Care ETF	Industrials ETF	Industrials ETF	SP500	SP600	Materials ETF	Communication Services ETF	Utilities ETF	Consumer Discretionary ETF	SP400	Real Estate ETF	SP500	SP400	Information Technology ETF	Consumer Discretionary ETF	Consumer Discretionary ETF	Consumer Staples ETF	Industrials ETF	SP1500	SP1500
9	Health Care ETF	Utilities ETF	SP400	Consumer Staples ETF	Utilities ETF	SP400	Financials ETF	Consumer Discretionary ETF	Materials ETF	Industrials ETF	Communication Services ETF	Industrials ETF	SP400	Industrials ETF	Health Care ETF	SP1500	SP1500	Materials ETF	Communication Services ETF	Health Care ETF	SP600	SP500
10	Industrials ETF	SP600	Utilities ETF	SP600	Materials ETF	Materials ETF	Communication Services ETF	SP400	SP600	SP400	SP600	Consumer Discretionary ETF	Materials ETF	Health Care ETF	Utilities ETF	SP500	SP500	SP600	SP400	SP400	Real Estate ETF	Financials ETF
11	Information Technology ETF	Real Estate ETF	Communication Services ETF	Health Care ETF	Consumer Staples ETF	Communication Services ETF	Energy ETF	Information Technology ETF	Consumer Staples ETF	Health Care ETF	SP400	Energy ETF	Industrials ETF	Financials ETF	SP600	Health Care ETF	Utilities ETF	Industrials ETF	Energy ETF	Energy ETF	SP400	Real Estate ETF
12	Materials ETF	Consumer Staples ETF	Consumer Discretionary ETF	Real Estate ETF	Energy ETF	Consumer Staples ETF	Utilities ETF	Industrials ETF	Financials ETF	Real Estate ETF	Materials ETF	Consumer Staples ETF	SP600	Real Estate ETF	Financials ETF	Real Estate ETF	Consumer Staples ETF	SP400	SP600	SP600	Information Technology ETF	Communication Services ETF
13	Real Estate ETF	Communication Services ETF	Real Estate ETF	Communication Services ETF	Communication Services ETF	Industrials ETF	Materials ETF	SP600	Utilities ETF	SP600	Health Care ETF	Real Estate ETF	Financials ETF	Consumer Staples ETF	Real Estate ETF	Consumer Staples ETF	Health Care ETF	Consumer Staples ETF	Materials ETF	Financials ETF	Consumer Discretionary ETF	Information Technology ETF
14	Utilities ETF	Energy ETF	Consumer Staples ETF	Utilities ETF	Real Estate ETF	Financials ETF	Real Estate ETF	Energy ETF	Health Care ETF	Energy ETF	Energy ETF	Utilities ETF	Energy ETF	Utilities ETF	Energy ETF	Utilities ETF	Information Technology ETF	Utilities ETF	Industrials ETF	Communication Services ETF	Communication Services ETF	Consumer Discretionary ETF

means

	03-31	06-30	09-30	12-31
SP1500	-0.010622	0.081757	0.041626	0.049958
SP500	-0.011990	0.080771	0.045646	0.050086
SP600	-0.017768	0.080509	0.019158	0.057970
SP400	-0.019859	0.080174	0.020554	0.051549
Communication Services ETF	-0.032872	0.075995	0.022591	0.017899
Consumer Discretionary ETF	-0.021214	0.120254	0.052510	0.052777
Consumer Staples ETF	-0.018663	0.035480	0.034807	0.045915
Energy ETF	0.055913	0.096281	-0.039735	0.042416
Financials ETF	-0.020711	0.061049	0.030176	0.065446
Health Care ETF	-0.017923	0.078706	0.041045	0.047467
Industrials ETF	-0.011020	0.058300	0.045427	0.039920
Information Technology ETF	0.006217	0.121831	0.068693	0.067531
Materials ETF	-0.026671	0.082827	0.027940	0.058669
Real Estate ETF	-0.026416	0.075756	0.019424	0.038472
Utilities ETF	-0.001263	0.026125	0.039218	0.042001

standard deviations

	03-31	06-30	09-30	12-31
SP1500	0.134644	0.072380	0.037999	0.110320
SP500	0.127411	0.070450	0.039033	0.106496
SP600	0.199479	0.088447	0.037096	0.179394
SP400	0.157662	0.100224	0.037075	0.138781
Communication Services ETF	0.138244	0.095192	0.045269	0.123434
Consumer Discretionary ETF	0.151791	0.146922	0.083611	0.127243
Consumer Staples ETF	0.096633	0.035421	0.049261	0.063730
Energy ETF	0.369457	0.166709	0.099129	0.202483
Financials ETF	0.192299	0.053666	0.014462	0.140299
Health Care ETF	0.079810	0.054107	0.065798	0.098650
Industrials ETF	0.178470	0.072339	0.066050	0.134044
Information Technology ETF	0.135329	0.113409	0.054569	0.136753
Materials ETF	0.163483	0.099766	0.065317	0.127072
Real Estate ETF	0.161483	0.056090	0.032025	0.078165
Utilities ETF	0.092016	0.021473	0.033841	0.054883

t scores

	03-31	06-30	09-30	12-31
SP1500	-0.035281	0.505153	0.489908	0.202519
SP500	-0.042087	0.512730	0.522980	0.210329
SP600	-0.039834	0.407076	0.230960	0.144515
SP400	-0.056330	0.357747	0.247928	0.166115
Communication Services ETF	-0.106341	0.357027	0.223180	0.064848
Consumer Discretionary ETF	-0.062503	0.366041	0.280865	0.185493
Consumer Staples ETF	-0.086371	0.447954	0.315992	0.322196
Energy ETF	0.067680	0.258283	-0.179260	0.093682
Financials ETF	-0.048166	0.508740	0.933164	0.208614
Health Care ETF	-0.100433	0.650529	0.278976	0.215182
Industrials ETF	-0.027615	0.360421	0.307577	0.133187
Information Technology ETF	0.020546	0.480423	0.562966	0.220841
Materials ETF	-0.072960	0.371283	0.191302	0.206478
Real Estate ETF	-0.073157	0.604012	0.271246	0.220111
Utilities ETF	-0.006140	0.544116	0.518265	0.342246

p values

	03-31	06-30	09-30	12-31
SP1500	0.487036	0.675887	0.671106	0.573766
SP500	0.484537	0.678247	0.681422	0.576557
SP600	0.485364	0.644372	0.583899	0.552872
SP400	0.479310	0.627889	0.589904	0.560685
Communication Services ETF	0.461012	0.627646	0.581136	0.523813
Consumer Discretionary ETF	0.477047	0.630688	0.601465	0.567662
Consumer Staples ETF	0.468307	0.657720	0.613641	0.615774
Energy ETF	0.524851	0.593553	0.434579	0.534366
Financials ETF	0.482306	0.677006	0.790214	0.575945
Health Care ETF	0.463168	0.719135	0.600805	0.578288
Industrials ETF	0.489852	0.628793	0.610739	0.548761
Information Technology ETF	0.507551	0.668108	0.693606	0.580304
Materials ETF	0.473215	0.632451	0.569748	0.575182
Real Estate ETF	0.473143	0.705773	0.598102	0.580044
Utilities ETF	0.497743	0.687902	0.679964	0.622630

array([[<AxesSubplot:title={'center':'03-31'}>,
        <AxesSubplot:title={'center':'06-30'}>],
       [<AxesSubplot:title={'center':'09-30'}>,
        <AxesSubplot:title={'center':'12-31'}>]], dtype=object)

	Utilities ETF	Years	Quarters
2017-03-31	NaN	2017	03-31
2017-06-30	0.022113	2017	06-30
2017-09-30	0.031518	2017	09-30
2017-12-31	0.000687	2017	12-31
2018-03-31	-0.033734	2018	03-31
2018-06-30	0.053422	2018	06-30
2018-09-30	0.019751	2018	09-30
2018-12-31	0.009925	2018	12-31
2019-03-31	0.103055	2019	03-31
2019-06-30	0.035855	2019	06-30
2019-09-30	0.090872	2019	09-30
2019-12-31	0.002011	2019	12-31
2020-03-31	-0.141270	2020	03-31
2020-06-30	0.024507	2020	06-30
2020-09-30	0.051209	2020	09-30
2020-12-31	0.073335	2020	12-31
2021-03-31	0.031042	2021	03-31
2021-06-30	-0.005272	2021	06-30
2021-09-30	0.002739	2021	09-30
2021-12-31	0.124048	2021	12-31
2022-03-31	0.034591	2022	03-31
2022-06-10	-0.038317	2022	06-10

Comparative to Seasonal Indexes, tells you who is over or underperforming.
This is Seasonal Index - Extrapolated Current Quarter.
+: seasonal > current
-: current > seasonal
Note if the final data in the prices ends on a quarter, this will aggregate into the seasonal_index above and there will be no comparison

	2022-06-10
Information Technology ETF	0.096313
Consumer Discretionary ETF	0.095053
Energy ETF	0.075929
Materials ETF	0.065233
SP1500	0.064383
SP500	0.063601
SP600	0.063392
SP400	0.063127
Health Care ETF	0.061962
Communication Services ETF	0.059812
Real Estate ETF	0.059622
Financials ETF	0.047976
Industrials ETF	0.045803
Consumer Staples ETF	0.027809
Utilities ETF	0.020457

	2017-03-31 00:00:00	2017-06-30 00:00:00	2017-09-30 00:00:00	2017-12-31 00:00:00	2018-03-31 00:00:00	2018-06-30 00:00:00	2018-09-30 00:00:00	2018-12-31 00:00:00	2019-03-31 00:00:00	2019-06-30 00:00:00	2019-09-30 00:00:00	2019-12-31 00:00:00	2020-03-31 00:00:00	2020-06-30 00:00:00	2020-09-30 00:00:00	2020-12-31 00:00:00	2021-03-31 00:00:00	2021-06-30 00:00:00	2021-09-30 00:00:00	2021-12-31 00:00:00	2022-03-31 00:00:00	2022-06-10 00:00:00
0	SP1500	Utilities ETF	Energy ETF	Consumer Discretionary ETF	Consumer Discretionary ETF	Energy ETF	Health Care ETF	Utilities ETF	Information Technology ETF	Utilities ETF	Real Estate ETF	Health Care ETF	Health Care ETF	Consumer Discretionary ETF	Consumer Discretionary ETF	Energy ETF	Energy ETF	Real Estate ETF	Energy ETF	Real Estate ETF	Energy ETF	Information Technology ETF
1	SP500	Health Care ETF	SP600	Energy ETF	SP400	Utilities ETF	Energy ETF	Real Estate ETF	Real Estate ETF	Financials ETF	Utilities ETF	Information Technology ETF	Consumer Staples ETF	Energy ETF	Materials ETF	SP600	SP600	Communication Services ETF	Financials ETF	Utilities ETF	Utilities ETF	Consumer Discretionary ETF
2	SP600	Industrials ETF	Materials ETF	Industrials ETF	Information Technology ETF	SP600	Industrials ETF	Consumer Staples ETF	Industrials ETF	Consumer Staples ETF	Consumer Staples ETF	Communication Services ETF	Information Technology ETF	Information Technology ETF	Communication Services ETF	Financials ETF	Financials ETF	Energy ETF	Real Estate ETF	Materials ETF	Materials ETF	Energy ETF
3	SP400	Financials ETF	Financials ETF	Information Technology ETF	SP600	Real Estate ETF	Information Technology ETF	Health Care ETF	Consumer Discretionary ETF	Industrials ETF	Financials ETF	SP1500	Utilities ETF	SP400	Industrials ETF	Communication Services ETF	Materials ETF	Financials ETF	Utilities ETF	Information Technology ETF	Consumer Staples ETF	Materials ETF
4	Communication Services ETF	Consumer Staples ETF	Information Technology ETF	SP400	Financials ETF	Health Care ETF	SP500	Communication Services ETF	SP400	Communication Services ETF	SP600	SP500	Communication Services ETF	Materials ETF	Consumer Staples ETF	SP400	Industrials ETF	Health Care ETF	Health Care ETF	Consumer Staples ETF	Financials ETF	SP1500
5	Consumer Discretionary ETF	SP400	SP400	SP500	Health Care ETF	Consumer Staples ETF	SP1500	SP500	Communication Services ETF	SP500	Communication Services ETF	Financials ETF	SP500	Communication Services ETF	Information Technology ETF	Industrials ETF	Communication Services ETF	SP500	SP1500	SP500	Health Care ETF	SP500
6	Consumer Staples ETF	SP500	Industrials ETF	SP1500	SP1500	SP1500	Consumer Staples ETF	SP1500	SP1500	Materials ETF	SP400	SP600	SP1500	SP600	SP400	Consumer Discretionary ETF	Real Estate ETF	SP1500	SP500	SP1500	Industrials ETF	SP600
7	Energy ETF	SP1500	SP1500	Consumer Staples ETF	SP500	Consumer Discretionary ETF	SP600	Financials ETF	SP500	SP1500	SP500	Industrials ETF	Consumer Discretionary ETF	SP1500	SP500	Materials ETF	SP400	Consumer Staples ETF	Communication Services ETF	Consumer Discretionary ETF	SP500	SP400
8	Financials ETF	Materials ETF	SP500	Materials ETF	Industrials ETF	SP500	Consumer Discretionary ETF	Materials ETF	Materials ETF	SP400	SP1500	SP400	Real Estate ETF	Industrials ETF	SP1500	SP1500	Consumer Discretionary ETF	Information Technology ETF	SP400	Industrials ETF	SP1500	Health Care ETF
9	Health Care ETF	Real Estate ETF	Health Care ETF	Financials ETF	Utilities ETF	SP400	SP400	Consumer Discretionary ETF	SP600	Real Estate ETF	Energy ETF	Energy ETF	SP400	SP500	Health Care ETF	SP500	SP1500	Industrials ETF	SP600	Health Care ETF	Real Estate ETF	Communication Services ETF
10	Industrials ETF	SP600	Communication Services ETF	Communication Services ETF	Materials ETF	Communication Services ETF	Financials ETF	Industrials ETF	Financials ETF	Health Care ETF	Industrials ETF	Materials ETF	Materials ETF	Health Care ETF	SP600	Information Technology ETF	SP500	Utilities ETF	Consumer Staples ETF	SP400	SP600	Real Estate ETF
11	Information Technology ETF	Information Technology ETF	Utilities ETF	SP600	Communication Services ETF	Information Technology ETF	Communication Services ETF	SP400	Consumer Staples ETF	Information Technology ETF	Materials ETF	Consumer Discretionary ETF	Industrials ETF	Financials ETF	Utilities ETF	Real Estate ETF	Consumer Staples ETF	Materials ETF	Information Technology ETF	Energy ETF	SP400	Financials ETF
12	Materials ETF	Consumer Discretionary ETF	Real Estate ETF	Real Estate ETF	Consumer Staples ETF	Materials ETF	Real Estate ETF	Information Technology ETF	Energy ETF	SP600	Consumer Discretionary ETF	Consumer Staples ETF	Financials ETF	Real Estate ETF	Financials ETF	Health Care ETF	Health Care ETF	SP600	Consumer Discretionary ETF	SP600	Communication Services ETF	Industrials ETF
13	Real Estate ETF	Communication Services ETF	Consumer Discretionary ETF	Health Care ETF	Real Estate ETF	Industrials ETF	Utilities ETF	SP600	Utilities ETF	Consumer Discretionary ETF	Information Technology ETF	Real Estate ETF	SP600	Consumer Staples ETF	Real Estate ETF	Utilities ETF	Utilities ETF	SP400	Materials ETF	Financials ETF	Consumer Discretionary ETF	Consumer Staples ETF
14	Utilities ETF	Energy ETF	Consumer Staples ETF	Utilities ETF	Energy ETF	Financials ETF	Materials ETF	Energy ETF	Health Care ETF	Energy ETF	Health Care ETF	Utilities ETF	Energy ETF	Utilities ETF	Energy ETF	Consumer Staples ETF	Information Technology ETF	Consumer Discretionary ETF	Industrials ETF	Communication Services ETF	Information Technology ETF	Utilities ETF

	SP1500	SP500	SP600	SP400	Communication Services ETF	Consumer Discretionary ETF	Consumer Staples ETF	Energy ETF	Financials ETF	Health Care ETF	Industrials ETF	Information Technology ETF	Materials ETF	Real Estate ETF	Utilities ETF
2017-03-31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-06-30	-0.051382	-0.050063	-0.062182	-0.048422	-0.100131	-0.091868	-0.025440	-0.174990	-0.022094	-0.005811	-0.016132	-0.080443	-0.055828	-0.058381	-0.004013
2017-09-30	0.003181	0.000019	0.045805	0.014467	-0.007093	-0.037990	-0.047152	0.109346	0.022612	-0.000480	0.007354	0.014530	0.038677	-0.011329	-0.007700
2017-12-31	0.016922	0.019831	-0.019223	0.022589	-0.017136	0.045071	0.013353	0.031530	0.008236	-0.028891	0.026255	0.025556	0.013129	-0.025730	-0.041314
2018-03-31	-0.010699	-0.012140	0.006137	0.015881	-0.052796	0.019273	-0.054858	-0.134719	0.005646	-0.002126	-0.022522	0.014494	-0.045812	-0.059743	-0.032471
2018-06-30	-0.029663	-0.033203	0.026213	-0.034654	-0.040133	-0.031726	-0.029127	0.054247	-0.072380	-0.023447	-0.066357	-0.041394	-0.046617	0.018877	0.027297
2018-09-30	0.028910	0.032590	0.013684	0.012348	0.000523	0.013497	0.015257	0.061646	0.001499	0.096653	0.049447	0.049026	-0.020602	-0.019380	-0.019467
2018-12-31	-0.192792	-0.187405	-0.251011	-0.223715	-0.161015	-0.214847	-0.101777	-0.309867	-0.204295	-0.155596	-0.223540	-0.241945	-0.212979	-0.097326	-0.032076
2019-03-31	0.162475	0.156226	0.142428	0.177356	0.172414	0.178411	0.129819	0.122651	0.130653	0.099759	0.194181	0.211256	0.153629	0.199781	0.104318
2019-06-30	-0.042651	-0.040402	-0.069666	-0.049360	-0.040067	-0.080127	0.001076	-0.145035	0.005977	-0.061237	-0.023864	-0.067086	-0.041876	-0.060367	0.009730
2019-09-30	-0.035335	-0.034223	-0.023358	-0.029676	-0.024614	-0.050001	0.021512	-0.035923	-0.016941	-0.076484	-0.040962	-0.052578	-0.041029	0.056387	0.051654
2019-12-31	0.040532	0.039790	0.024603	0.015040	0.068829	0.003446	-0.009397	0.012136	0.030943	0.100384	0.018235	0.071503	0.008302	-0.032727	-0.039990
2020-03-31	-0.194680	-0.182486	-0.310282	-0.227834	-0.154237	-0.209953	-0.122809	-0.579790	-0.309998	-0.113615	-0.268318	-0.137433	-0.252205	-0.214934	-0.140006
2020-06-30	0.124958	0.120846	0.143108	0.178975	0.148234	0.259541	0.059081	0.235964	0.074592	0.085758	0.124039	0.196725	0.177885	0.059643	-0.001618
2020-09-30	0.044493	0.044737	0.013720	0.047537	0.074982	0.139870	0.063216	-0.148581	-0.001317	0.021235	0.073160	0.051394	0.092711	-0.006156	0.011992
2020-12-31	0.082258	0.071099	0.254308	0.159908	0.164231	0.120098	0.028459	0.258414	0.188252	0.053644	0.138765	0.070674	0.113694	0.054444	0.031334
2021-03-31	0.081383	0.075508	0.202294	0.104521	0.116161	0.095029	0.049048	0.268566	0.185918	0.043251	0.127470	0.008892	0.132090	0.114336	0.032305
2021-06-30	-0.001262	0.002822	-0.037474	-0.046539	0.032097	-0.055819	-0.005592	0.029813	0.013905	0.004736	-0.017687	-0.007801	-0.033563	0.040229	-0.031397
2021-09-30	-0.041249	-0.043123	-0.049851	-0.044676	-0.043798	-0.065376	-0.052833	0.013512	-0.005853	-0.040924	-0.089000	-0.062373	-0.069757	-0.019522	-0.036479
2021-12-31	0.053080	0.056686	-0.008677	0.026177	-0.054909	0.046232	0.069363	0.007787	-0.023137	0.030459	0.040286	0.074212	0.077855	0.101340	0.082047
2022-03-31	-0.038479	-0.037108	-0.040576	-0.069924	-0.081542	-0.082760	-0.001199	0.323291	-0.012219	-0.027268	-0.030811	-0.097210	0.012297	-0.039440	0.035854
2022-06-10	0.064383	0.063601	0.063392	0.063127	0.059812	0.095053	0.027809	0.075929	0.047976	0.061962	0.045803	0.096313	0.065233	0.059622	0.020457

	Symbol
Communication Services ETF	VOX
Consumer Discretionary ETF	VCR
Consumer Staples ETF	VDC
Energy ETF	VDE
Financials ETF	VFH
Health Care ETF	VHT
Industrials ETF	VIS
Information Technology ETF	VGT
Materials ETF	VAW
Real Estate ETF	VNQ
Utilities ETF	VPU

	Symbol	risk_trend_factor	Sector
3	VDE	3.378308	Energy ETF
10	VPU	-0.903846	Utilities ETF
2	VDC	-1.815370	Consumer Staples ETF
8	VAW	-2.983225	Materials ETF
9	VNQ	-3.885849	Real Estate ETF
5	VHT	-3.947143	Health Care ETF
6	VIS	-5.096830	Industrials ETF
1	VCR	-5.274843	Consumer Discretionary ETF
4	VFH	-5.669687	Financials ETF
7	VGT	-6.117689	Information Technology ETF
0	VOX	-9.183162	Communication Services ETF

Rolling Quarterly Mean Return

	SP1500	SP500	SP600	SP400	Communication Services ETF	Consumer Discretionary ETF	Consumer Staples ETF	Energy ETF	Financials ETF	Health Care ETF	Industrials ETF	Information Technology ETF	Materials ETF	Real Estate ETF	Utilities ETF
2017-03-31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-06-30	0.030375	0.030708	0.018327	0.031752	-0.024136	0.028386	0.010040	-0.078709	0.038955	0.072895	0.042167	0.041388	0.026999	0.017375	0.022113
2017-09-30	0.044807	0.045666	0.064962	0.035020	0.015498	0.014521	-0.012346	0.069612	0.052789	0.040565	0.052781	0.083223	0.066617	0.008095	0.031518
2017-12-31	0.066880	0.069917	0.038747	0.074139	0.000763	0.097848	0.059268	0.073946	0.073683	0.018576	0.066175	0.093087	0.071798	0.012742	0.000687
2018-03-31	-0.021321	-0.024130	-0.011631	-0.003978	-0.085669	-0.001942	-0.073521	-0.078807	-0.015065	-0.020049	-0.033542	0.020711	-0.072483	-0.086159	-0.033734
2018-06-30	0.052094	0.047568	0.106722	0.045520	0.035862	0.088528	0.006353	0.150528	-0.011331	0.055259	-0.008057	0.080437	0.036210	0.094633	0.053422
2018-09-30	0.070536	0.078236	0.032842	0.032902	0.023115	0.066008	0.050064	0.021911	0.031675	0.137698	0.094874	0.117719	0.007338	0.000044	0.019751
2018-12-31	-0.142834	-0.137319	-0.193040	-0.172165	-0.143117	-0.162070	-0.055862	-0.267451	-0.138848	-0.108129	-0.183620	-0.174415	-0.154310	-0.058855	0.009925
2019-03-31	0.151853	0.144236	0.124660	0.157497	0.139541	0.157197	0.111156	0.178564	0.109942	0.081835	0.183161	0.217473	0.126958	0.173365	0.103055
2019-06-30	0.039106	0.040369	0.010843	0.030815	0.035928	0.040127	0.036556	-0.048754	0.067026	0.017469	0.034436	0.054745	0.040951	0.015389	0.035855
2019-09-30	0.006291	0.011423	-0.004200	-0.009122	-0.002023	0.002509	0.056319	-0.075658	0.013235	-0.035439	0.004465	0.016115	-0.013089	0.075811	0.090872
2019-12-31	0.090490	0.089876	0.082573	0.066590	0.086727	0.056223	0.036517	0.054552	0.096390	0.147851	0.058155	0.139034	0.066971	0.005745	0.002011
2020-03-31	-0.205302	-0.194477	-0.328050	-0.247693	-0.187109	-0.231167	-0.141472	-0.523877	-0.330709	-0.131539	-0.279339	-0.131215	-0.278876	-0.241350	-0.141270
2020-06-30	0.206715	0.201618	0.223617	0.259149	0.224230	0.379795	0.094561	0.332245	0.135641	0.164463	0.182339	0.318555	0.260712	0.135399	0.024507
2020-09-30	0.086119	0.090383	0.032878	0.068091	0.097573	0.192380	0.098022	-0.188315	0.028859	0.062281	0.118587	0.120087	0.120651	0.013268	0.051209
2020-12-31	0.132216	0.121185	0.312278	0.211458	0.182130	0.172875	0.074374	0.300830	0.253698	0.101111	0.178685	0.138205	0.172363	0.092916	0.073335
2021-03-31	0.070761	0.063518	0.184526	0.084662	0.083288	0.073815	0.030385	0.324479	0.165207	0.025327	0.116450	0.015110	0.105419	0.087920	0.031042
2021-06-30	0.080495	0.083593	0.043034	0.033635	0.108092	0.064435	0.029888	0.126094	0.074954	0.083442	0.040613	0.114030	0.049264	0.115985	-0.005272
2021-09-30	0.000378	0.002523	-0.030694	-0.024123	-0.021207	-0.012866	-0.018026	-0.026222	0.024323	0.000121	-0.043573	0.006319	-0.041816	-0.000098	0.002739
2021-12-31	0.103038	0.106772	0.049293	0.077726	-0.037011	0.099010	0.115277	0.050203	0.042310	0.077925	0.080207	0.141743	0.136524	0.139811	0.124048
2022-03-31	-0.049102	-0.049099	-0.058344	-0.089783	-0.114414	-0.103975	-0.019862	0.379204	-0.032929	-0.045192	-0.041831	-0.090992	-0.014374	-0.065856	0.034591
2022-06-10	-0.133501	-0.136923	-0.094221	-0.126263	-0.186172	-0.213144	-0.056250	0.157138	-0.144127	-0.096116	-0.121767	-0.190021	-0.080392	-0.145335	-0.038317

Quarterly Returns

Index(['Energy ETF', 'Utilities ETF', 'Consumer Staples ETF', 'Materials ETF',
       'SP600', 'Health Care ETF', 'Industrials ETF', 'SP400', 'SP1500',
       'SP500', 'Financials ETF', 'Real Estate ETF',
       'Communication Services ETF', 'Information Technology ETF',
       'Consumer Discretionary ETF'],
      dtype='object')

	SP1500	SP500	SP600	SP400	Communication Services ETF	Consumer Discretionary ETF	Consumer Staples ETF	Energy ETF	Financials ETF	Health Care ETF	Industrials ETF	Information Technology ETF	Materials ETF	Real Estate ETF	Utilities ETF
2017-03-31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2017-06-30	0.030375	0.030708	0.018327	0.031752	-0.024136	0.028386	0.010040	-0.078709	0.038955	0.072895	0.042167	0.041388	0.026999	0.017375	0.022113
2017-09-30	0.044807	0.045666	0.064962	0.035020	0.015498	0.014521	-0.012346	0.069612	0.052789	0.040565	0.052781	0.083223	0.066617	0.008095	0.031518
2017-12-31	0.066880	0.069917	0.038747	0.074139	0.000763	0.097848	0.059268	0.073946	0.073683	0.018576	0.066175	0.093087	0.071798	0.012742	0.000687
2018-03-31	-0.021321	-0.024130	-0.011631	-0.003978	-0.085669	-0.001942	-0.073521	-0.078807	-0.015065	-0.020049	-0.033542	0.020711	-0.072483	-0.086159	-0.033734
2018-06-30	0.052094	0.047568	0.106722	0.045520	0.035862	0.088528	0.006353	0.150528	-0.011331	0.055259	-0.008057	0.080437	0.036210	0.094633	0.053422
2018-09-30	0.070536	0.078236	0.032842	0.032902	0.023115	0.066008	0.050064	0.021911	0.031675	0.137698	0.094874	0.117719	0.007338	0.000044	0.019751
2018-12-31	-0.142834	-0.137319	-0.193040	-0.172165	-0.143117	-0.162070	-0.055862	-0.267451	-0.138848	-0.108129	-0.183620	-0.174415	-0.154310	-0.058855	0.009925
2019-03-31	0.151853	0.144236	0.124660	0.157497	0.139541	0.157197	0.111156	0.178564	0.109942	0.081835	0.183161	0.217473	0.126958	0.173365	0.103055
2019-06-30	0.039106	0.040369	0.010843	0.030815	0.035928	0.040127	0.036556	-0.048754	0.067026	0.017469	0.034436	0.054745	0.040951	0.015389	0.035855
2019-09-30	0.006291	0.011423	-0.004200	-0.009122	-0.002023	0.002509	0.056319	-0.075658	0.013235	-0.035439	0.004465	0.016115	-0.013089	0.075811	0.090872
2019-12-31	0.090490	0.089876	0.082573	0.066590	0.086727	0.056223	0.036517	0.054552	0.096390	0.147851	0.058155	0.139034	0.066971	0.005745	0.002011
2020-03-31	-0.205302	-0.194477	-0.328050	-0.247693	-0.187109	-0.231167	-0.141472	-0.523877	-0.330709	-0.131539	-0.279339	-0.131215	-0.278876	-0.241350	-0.141270
2020-06-30	0.206715	0.201618	0.223617	0.259149	0.224230	0.379795	0.094561	0.332245	0.135641	0.164463	0.182339	0.318555	0.260712	0.135399	0.024507
2020-09-30	0.086119	0.090383	0.032878	0.068091	0.097573	0.192380	0.098022	-0.188315	0.028859	0.062281	0.118587	0.120087	0.120651	0.013268	0.051209
2020-12-31	0.132216	0.121185	0.312278	0.211458	0.182130	0.172875	0.074374	0.300830	0.253698	0.101111	0.178685	0.138205	0.172363	0.092916	0.073335
2021-03-31	0.070761	0.063518	0.184526	0.084662	0.083288	0.073815	0.030385	0.324479	0.165207	0.025327	0.116450	0.015110	0.105419	0.087920	0.031042
2021-06-30	0.080495	0.083593	0.043034	0.033635	0.108092	0.064435	0.029888	0.126094	0.074954	0.083442	0.040613	0.114030	0.049264	0.115985	-0.005272
2021-09-30	0.000378	0.002523	-0.030694	-0.024123	-0.021207	-0.012866	-0.018026	-0.026222	0.024323	0.000121	-0.043573	0.006319	-0.041816	-0.000098	0.002739
2021-12-31	0.103038	0.106772	0.049293	0.077726	-0.037011	0.099010	0.115277	0.050203	0.042310	0.077925	0.080207	0.141743	0.136524	0.139811	0.124048
2022-03-31	-0.049102	-0.049099	-0.058344	-0.089783	-0.114414	-0.103975	-0.019862	0.379204	-0.032929	-0.045192	-0.041831	-0.090992	-0.014374	-0.065856	0.034591
2022-06-10	-0.133501	-0.136923	-0.094221	-0.126263	-0.186172	-0.213144	-0.056250	0.157138	-0.144127	-0.096116	-0.121767	-0.190021	-0.080392	-0.145335	-0.038317

	Energy ETF	Utilities ETF	Consumer Staples ETF	Materials ETF	SP600	Health Care ETF	Industrials ETF	SP400	SP1500	SP500	Financials ETF	Real Estate ETF	Communication Services ETF	Information Technology ETF	Consumer Discretionary ETF
2017-03-31 00:00:00	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan
2017-06-30 00:00:00	-0.078709	0.022113	0.010040	0.026999	0.018327	0.072895	0.042167	0.031752	0.030375	0.030708	0.038955	0.017375	-0.024136	0.041388	0.028386
2017-09-30 00:00:00	0.069612	0.031518	-0.012346	0.066617	0.064962	0.040565	0.052781	0.035020	0.044807	0.045666	0.052789	0.008095	0.015498	0.083223	0.014521
2017-12-31 00:00:00	0.073946	0.000687	0.059268	0.071798	0.038747	0.018576	0.066175	0.074139	0.066880	0.069917	0.073683	0.012742	0.000763	0.093087	0.097848
2018-03-31 00:00:00	-0.078807	-0.033734	-0.073521	-0.072483	-0.011631	-0.020049	-0.033542	-0.003978	-0.021321	-0.024130	-0.015065	-0.086159	-0.085669	0.020711	-0.001942
2018-06-30 00:00:00	0.150528	0.053422	0.006353	0.036210	0.106722	0.055259	-0.008057	0.045520	0.052094	0.047568	-0.011331	0.094633	0.035862	0.080437	0.088528
2018-09-30 00:00:00	0.021911	0.019751	0.050064	0.007338	0.032842	0.137698	0.094874	0.032902	0.070536	0.078236	0.031675	0.000044	0.023115	0.117719	0.066008
2018-12-31 00:00:00	-0.267451	0.009925	-0.055862	-0.154310	-0.193040	-0.108129	-0.183620	-0.172165	-0.142834	-0.137319	-0.138848	-0.058855	-0.143117	-0.174415	-0.162070
2019-03-31 00:00:00	0.178564	0.103055	0.111156	0.126958	0.124660	0.081835	0.183161	0.157497	0.151853	0.144236	0.109942	0.173365	0.139541	0.217473	0.157197
2019-06-30 00:00:00	-0.048754	0.035855	0.036556	0.040951	0.010843	0.017469	0.034436	0.030815	0.039106	0.040369	0.067026	0.015389	0.035928	0.054745	0.040127
2019-09-30 00:00:00	-0.075658	0.090872	0.056319	-0.013089	-0.004200	-0.035439	0.004465	-0.009122	0.006291	0.011423	0.013235	0.075811	-0.002023	0.016115	0.002509
2019-12-31 00:00:00	0.054552	0.002011	0.036517	0.066971	0.082573	0.147851	0.058155	0.066590	0.090490	0.089876	0.096390	0.005745	0.086727	0.139034	0.056223
2020-03-31 00:00:00	-0.523877	-0.141270	-0.141472	-0.278876	-0.328050	-0.131539	-0.279339	-0.247693	-0.205302	-0.194477	-0.330709	-0.241350	-0.187109	-0.131215	-0.231167
2020-06-30 00:00:00	0.332245	0.024507	0.094561	0.260712	0.223617	0.164463	0.182339	0.259149	0.206715	0.201618	0.135641	0.135399	0.224230	0.318555	0.379795
2020-09-30 00:00:00	-0.188315	0.051209	0.098022	0.120651	0.032878	0.062281	0.118587	0.068091	0.086119	0.090383	0.028859	0.013268	0.097573	0.120087	0.192380
2020-12-31 00:00:00	0.300830	0.073335	0.074374	0.172363	0.312278	0.101111	0.178685	0.211458	0.132216	0.121185	0.253698	0.092916	0.182130	0.138205	0.172875
2021-03-31 00:00:00	0.324479	0.031042	0.030385	0.105419	0.184526	0.025327	0.116450	0.084662	0.070761	0.063518	0.165207	0.087920	0.083288	0.015110	0.073815
2021-06-30 00:00:00	0.126094	-0.005272	0.029888	0.049264	0.043034	0.083442	0.040613	0.033635	0.080495	0.083593	0.074954	0.115985	0.108092	0.114030	0.064435
2021-09-30 00:00:00	-0.026222	0.002739	-0.018026	-0.041816	-0.030694	0.000121	-0.043573	-0.024123	0.000378	0.002523	0.024323	-0.000098	-0.021207	0.006319	-0.012866
2021-12-31 00:00:00	0.050203	0.124048	0.115277	0.136524	0.049293	0.077925	0.080207	0.077726	0.103038	0.106772	0.042310	0.139811	-0.037011	0.141743	0.099010
2022-03-31 00:00:00	0.379204	0.034591	-0.019862	-0.014374	-0.058344	-0.045192	-0.041831	-0.089783	-0.049102	-0.049099	-0.032929	-0.065856	-0.114414	-0.090992	-0.103975
2022-06-10 00:00:00	0.157138	-0.038317	-0.056250	-0.080392	-0.094221	-0.096116	-0.121767	-0.126263	-0.133501	-0.136923	-0.144127	-0.145335	-0.186172	-0.190021	-0.213144

Index(['SP1500', 'SP500', 'SP600', 'SP400', 'Communication Services ETF',
       'Consumer Discretionary ETF', 'Consumer Staples ETF', 'Energy ETF',
       'Financials ETF', 'Health Care ETF', 'Industrials ETF',
       'Information Technology ETF', 'Materials ETF', 'Real Estate ETF',
       'Utilities ETF'],
      dtype='object')

	06-10
SP1500	-0.133501
SP500	-0.136923
SP600	-0.094221
SP400	-0.126263
Communication Services ETF	-0.186172
Consumer Discretionary ETF	-0.213144
Consumer Staples ETF	-0.056250
Energy ETF	0.157138
Financials ETF	-0.144127
Health Care ETF	-0.096116
Industrials ETF	-0.121767
Information Technology ETF	-0.190021
Materials ETF	-0.080392
Real Estate ETF	-0.145335
Utilities ETF	-0.038317

	max_2y	min_2y	std_2y	mean_2y	max_1y	min_1y	std_1y	mean_1y	latest_p	2yr_close_0pct	...	vol_30d_2yr	pct_1yr	pct_2yr	MIN_Lookback_One_Year	MIN_Lookback_6_Months	MIN_Lookback_2_Months	MIN_Lookback_1_Months	volume_factor	adf	hurst
Symbol
MTOR	36.299999	18.16	4.606631	26.98698	36.299999	20.5	5.460747	27.86792	36.119999	12.11	...	20301256.12708	0.988608	0.990077	32.93	32.93	36.240002	36.279999	1.167952	0.308552	0.433895
Y	862.869995	460.579987	89.563942	650.64594	862.869995	585.099976	76.003139	705.076921	834.109985	451.859985	...	1456858.698941	0.896461	0.928509	737.890015	737.890015	862.869995	862.869995	1.713893	0.389055	0.457411
TVTY	32.889999	10.19	5.620871	22.92804	32.889999	21.25	3.298713	26.784	32.279999	2.68	...	14974563.993949	0.947594	0.973128	27.85	29.18	32.889999	32.889999	0.975728	0.524133	0.449983
MCK	339.940002	139.759995	52.614213	207.774528	339.940002	184.429993	48.520659	245.625375	313.339996	104.688698	...	33946622.768533	0.82895	0.86712	204.660004	233.740005	329.359985	339.940002	0.653279	0.998714	0.463166
ACC	65.220001	31.07	9.214313	45.950842	65.220001	46.720001	5.555166	53.561347	64.769997	18.98494	...	20837020.877458	0.975675	0.986823	49.209999	55.619999	58.009998	65.019997	2.984429	0.981927	0.416828
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
AMAT	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing	...	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing
ANTM	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing	...	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing
HAL	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing	...	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing
NEM	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing	...	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing
CAH	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing	...	missing	missing	missing	missing	missing	missing	missing	missing	missing	missing

1530 rows × 43 columns

3.186660672008169

	Symbol	Sector
0	PG	Consumer Defensive
1	NBHC	Financial Services
2	ENTA	Healthcare
3	UDR	Real Estate
4	SMTC	Technology
...	...	...
1515	ACIW	error
1516	PFE	Healthcare
1517	VCR	error
1518	ARCB	Industrials
1519	GME	Consumer Cyclical

1520 rows × 2 columns

	Symbol	max_2y	min_2y	std_2y	mean_2y	max_1y	min_1y	std_1y	mean_1y	latest_p	...	pct_1yr	pct_2yr	MIN_Lookback_One_Year	MIN_Lookback_6_Months	MIN_Lookback_2_Months	MIN_Lookback_1_Months	volume_factor	adf	hurst	Sector
0	MTOR	36.299999	18.16	4.606631	26.98698	36.299999	20.5	5.460747	27.86792	36.119999	...	0.988608	0.990077	32.93	32.93	36.240002	36.279999	1.167952	0.308552	0.433895	error
1	Y	862.869995	460.579987	89.563942	650.64594	862.869995	585.099976	76.003139	705.076921	834.109985	...	0.896461	0.928509	737.890015	737.890015	862.869995	862.869995	1.713893	0.389055	0.457411	Financial Services
2	TVTY	32.889999	10.19	5.620871	22.92804	32.889999	21.25	3.298713	26.784	32.279999	...	0.947594	0.973128	27.85	29.18	32.889999	32.889999	0.975728	0.524133	0.449983	error
3	MCK	339.940002	139.759995	52.614213	207.774528	339.940002	184.429993	48.520659	245.625375	313.339996	...	0.82895	0.86712	204.660004	233.740005	329.359985	339.940002	0.653279	0.998714	0.463166	Healthcare
4	ACC	65.220001	31.07	9.214313	45.950842	65.220001	46.720001	5.555166	53.561347	64.769997	...	0.975675	0.986823	49.209999	55.619999	58.009998	65.019997	2.984429	0.981927	0.416828	error
5	CVX	182.399994	65.160004	29.711143	105.228454	182.399994	92.860001	28.348687	125.4524	175.399994	...	0.921823	0.940293	113.110001	119.260002	174.759995	174.759995	1.209596	0.97985	0.498334	Energy
6	EQT	50.41	10.52	8.067941	20.832639	50.41	15.71	8.938844	25.470636	47.959999	...	0.929395	0.938581	23.24	23.24	40.689999	45.5	1.217357	0.932879	0.501911	Energy
7	LNTH	73.779999	10.52	15.093208	26.37563	73.779999	22.200001	15.582726	36.3232	63.849998	...	0.807484	0.843029	25.790001	31.6	60.709999	69.738998	2.300963	0.990883	0.532857	Healthcare
8	SWX	95.620003	57.0	8.203573	67.857751	95.620003	62.540001	8.955224	72.377324	91.889999	...	0.887243	0.903418	73.540001	73.540001	81.089996	92.440002	1.47625	0.284442	0.398907	Utilities
9	MPC	114.349998	26.559999	19.074529	55.904358	114.349998	50.189999	14.42865	70.18311	108.339996	...	0.906328	0.931541	64.839996	68.779999	87.669998	96.900002	0.997729	0.991702	0.523957	Energy
10	MUSA	262.579987	109.110001	35.616647	156.556014	262.579987	126.559998	32.920196	182.841054	237.960007	...	0.818997	0.839578	159.0	192.320007	225.460007	251.279999	1.023661	0.99617	0.410367	Consumer Cyclical
11	SJI	35.32	18.24	4.548892	24.632769	35.32	20.75	4.788175	27.217406	34.060001	...	0.913521	0.92623	29.24	29.24	35.32	35.32	1.10309	0.165217	0.413386	Utilities
12	VDE	130.350006	36.619999	21.815405	71.425177	130.350006	62.919998	16.837208	87.675927	123.860001	...	0.903752	0.930759	79.489998	84.209999	111.800003	115.279999	1.169962	0.947803	0.52196	error
13	XOM	105.57	31.110001	17.530923	56.46274	105.57	52.099998	13.763438	69.425423	100.459999	...	0.904432	0.931373	64.800003	66.379997	91.510002	92.050003	1.434399	0.977852	0.536671	Energy
14	DVN	79.400002	7.73	18.689183	30.540565	79.400002	24.049999	14.974596	45.293388	74.059998	...	0.903523	0.925492	31.99	45.560001	63.419998	69.75	1.304951	0.994381	0.555599	Energy
15	MRO	33.240002	3.73	7.09796	12.982678	33.240002	10.41	5.844906	18.362507	30.290001	...	0.870784	0.900034	14.16	17.59	26.860001	29.0	1.127529	0.972772	0.54597	Energy
16	PBF	44.119999	4.06	7.061263	13.9418	44.119999	7.24	7.637092	17.58208	40.330002	...	0.897234	0.905392	18.780001	18.780001	27.32	32.41	1.018074	0.730477	0.555776	Energy
17	APA	51.950001	7.45	10.056634	22.599485	51.950001	15.55	9.250318	29.70334	48.810001	...	0.913736	0.929438	24.299999	31.139999	43.880001	45.27	1.279846	0.443494	0.44772	Energy
18	CTRA	36.549999	14.28	4.380073	20.14794	36.549999	14.28	5.291072	22.31224	34.310001	...	0.899416	0.899416	20.33	23.639999	29.49	33.0	1.337181	0.507048	0.467954	Energy

19 rows × 45 columns

Index(['max_2y', 'min_2y', 'std_2y', 'mean_2y', 'max_1y', 'min_1y', 'std_1y',
       'mean_1y', 'latest_p', '2yr_close_0pct', '2yr_close_2pct',
       '2yr_close_9pct', '2yr_close_25pct', '2yr_close_50pct',
       '2yr_close_75pct', '2yr_close_91pct', '2yr_close_98pct',
       '2yr_close_100pct', '1yr_close_0pct', '1yr_close_2pct',
       '1yr_close_9pct', '1yr_close_25pct', '1yr_close_50pct',
       '2yr_close_75pct', '1yr_close_91pct', '1yr_close_98pct',
       '1yr_close_100pct', 'risk_trend_factor', 'supply_trend_1yr',
       'supply_trend_180d', 'supply_trend_90d', 'supply_trend_60d',
       'supply_trend_30d', 'vol_30d_2yr', 'pct_1yr', 'pct_2yr',
       'MIN_Lookback_One_Year', 'MIN_Lookback_6_Months',
       'MIN_Lookback_2_Months', 'MIN_Lookback_1_Months', 'volume_factor',
       'adf', 'hurst'],
      dtype='object')

"\nabove_1yearSDev = screener_good[screener_good['latest_p']>screener['mean_1y']+screener_good['std_1y']]['Symbol'].values\nabove_2yearSDev = screener_good[screener_good['latest_p']>screener['mean_2y']+screener_good['std_2y']]['Symbol'].values\nabove_yearSDev = np.intersect1d(above_1yearSDev,above_2yearSDev)\n"

"\nabove_2year_t = screener[screener['pct_2yr']>threshold]['Symbol'].values\nabove_1year_t = screener[screener['pct_1yr']>threshold]['Symbol'].values\nabove_years_t = np.intersect1d(above_2year_t,above_1year_t)\n"

adf < .05 or .01, mean reverting
Hurst
> .5 - The time series is mean reverting.
= .5 - The time series is a Geometric Brownian Motion.
< .5 - The time series is trending.
SPTM
Index: SP1500
supply trend: 10701430.030257186

SPTM

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	47.422277	49.676984	51.931691

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
SPTM	1.445517	48.16	10701430.030257	0.514882	0.731043	0.430862

ets next 13 weeks

1
['options', ('2022-06-17',)]
SPY
Index: SP500
supply trend: 1781380150.6807866

	totalAssets	trailingPE
SPY	3.781762e+11	4.292843

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	384.809441	402.729524	420.649606

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
SPY	1.065993	389.799988	1781380150.680787	0.501905	0.730083	0.423507

ets next 13 weeks

11
['options', ('2022-06-17', '2022-06-30', '2022-09-16', '2022-09-30', '2022-12-16', '2023-01-20', '2023-03-17', '2023-06-16', '2023-12-15', '2024-01-19', '2024-12-20')]
SLY
Index: SP600
supply trend: 1733621.860816944

SLY

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	81.56592	86.101746	90.637572

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
SLY	1.265097	84.790001	1733621.860817	0.58507	0.631357	0.516612

ets next 13 weeks

MDYG
Index: SP400
supply trend: 3870598.865355522

MDYG

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	62.654627	66.371428	70.088229

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
MDYG	0.727588	64.839996	3870598.865356	0.405859	0.564973	0.453632

ets next 13 weeks

1
['options', ('2022-06-17',)]
VOX
Sector: Communication Services ETF
supply trend: 4281925.491679274

VOX

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	97.197858	101.223333	105.248808

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VOX	1.950828	97.699997	4281925.491679	0.137637	0.718884	0.512033

ets next 13 weeks

1
['options', ('2022-07-15',)]
VCR
Sector: Consumer Discretionary ETF
supply trend: 2149496.8229954615

	totalAssets
VCR	6.015592e+09

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	228.960223	247.434761	265.9093

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VCR	1.24671	240.179993	2149496.822995	0.290163	0.672666	0.471633

ets next 13 weeks

1
['options', ('2022-06-17',)]
VDC
Sector: Consumer Staples ETF
supply trend: 3239531.5431164904

	totalAssets
VDC	8.239956e+09

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	180.713861	189.626984	198.540108

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VDC	1.521146	184.889999	3239531.543116	0.610012	0.828818	0.357333

ets next 13 weeks

1
['options', ('2022-07-15',)]
VDE
Sector: Energy ETF
supply trend: 15894021.482602118

	totalAssets	trailingPE
VDE	1.106882e+10	10.692059

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	107.166137	119.294921	131.423705

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VDE	1.169962	123.860001	15894021.482602	0.930759	0.947803	0.52196

ets next 13 weeks

1
['options', ('2022-06-17',)]
VFH
Sector: Financials ETF
supply trend: 15854911.649016641

	totalAssets
VFH	1.055284e+10

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	79.139405	83.671588	88.203771

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VFH	1.068786	79.93	15854911.649017	0.524221	0.532803	0.492594

ets next 13 weeks

1
['options', ('2022-08-19',)]
VHT
Sector: Health Care ETF
supply trend: 5096065.052950076

	totalAssets	trailingPE
VHT	1.944618e+10	5.167231

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	231.084711	237.690476	244.296241

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VHT	0.947476	229.929993	5096065.05295	0.525621	0.693779	0.333477

ets next 13 weeks

1
['options', ('2022-06-17',)]
VIS
Sector: Industrials ETF
supply trend: 3021835.7791225417

VIS

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	166.918433	175.029841	183.141249

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VIS	0.897137	170.789993	3021835.779123	0.55486	0.557365	0.472662

ets next 13 weeks

1
['options', ('2022-08-19',)]
VGT
Sector: Information Technology ETF
supply trend: 13900429.727685325

	totalAssets
VGT	5.044675e+10

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	330.411387	350.71381	371.016232

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VGT	1.13554	337.339996	13900429.727685	0.3501	0.739205	0.427823

ets next 13 weeks

2
['options', ('2022-06-17', '2022-08-19')]
VAW
Sector: Materials ETF
supply trend: 2531724.1301059

	totalAssets
VAW	5.085875e+09

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	175.041332	184.631904	194.222476

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VAW	1.136419	178.449997	2531724.130106	0.735836	0.8001	0.433204

ets next 13 weeks

1
['options', ('2022-08-19',)]
VNQ
Sector: Real Estate ETF
supply trend: 111305975.03782149

	totalAssets
VNQ	7.839537e+10

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	93.076579	96.729683	100.382786

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VNQ	1.031909	92.620003	111305975.037821	0.416	0.514654	0.397188

ets next 13 weeks

3
['options', ('2022-06-17', '2023-01-20', '2024-01-19')]
VPU
Sector: Utilities ETF
supply trend: 4401008.169440242

	totalAssets
VPU	7.799146e+09

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	152.644005	158.881905	165.119806

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
VPU	1.073413	155.610001	4401008.16944	0.750053	0.731044	0.299247

ets next 13 weeks

1
['options', ('2022-06-17',)]
ACC
Index: SP400
Sector: error
supply trend: 20837020.877458397

ACC

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	64.467277	64.776825	65.086373

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
ACC	2.984429	64.769997	20837020.877458	0.986823	0.981927	0.416828

ets next 13 weeks

1
['options', ('2022-06-17',)]
APA
Index: SP500
Sector: Energy
supply trend: 154170566.9440242

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
APA	4.125226	1.227	704.108	0.5	0.0098	4.324	4982000128	0.56569	5.04757	2424875008	...	0.405	24.063	Energy	338232000	1	234000000	0.692	5999000064	8807000064	7.255835

1 rows × 34 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	37.987556	45.39127	52.794983

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
APA	1.279846	48.810001	154170566.944024	0.929438	0.443494	0.44772

ets next 13 weeks

3
['options', ('2022-07-15', '2023-01-20', '2024-01-19')]
27
['sustainability',                                      Value
2021-3                                    
palmOil                              False
controversialWeapons                 False
gambling                             False
socialScore                           8.88
nuclear                              False
furLeather                           False
alcoholic                            False
gmo                                  False
catholic                             False
socialPercentile                      None
peerCount                               71
governanceScore                       7.96
environmentPercentile                 None
animalTesting                        False
tobacco                              False
totalEsg                             38.81
highestControversy                       2
esgPerformance                    OUT_PERF
coal                                 False
pesticides                           False
adult                                False
percentile                           82.83
peerGroup              Oil & Gas Producers
smallArms                            False
environmentScore                     21.98
governancePercentile                  None
militaryContract                     False]
CTRA
Index: SP500
Sector: Energy
supply trend: 150668871.709531

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
CTRA	-0.189215	1.751	29.377	0.6	0.0201	2.487	2364999936	0.64441	9.610645	1148249984	...	4.191	7.296	Energy	813577984	3.2	1036000000	1.273	3463000064	3670000128	39.032993

1 rows × 35 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	28.660914	33.218095	37.775277

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
CTRA	1.337181	34.310001	150668871.709531	0.899416	0.507048	0.467954

ets next 13 weeks

23
['quarterly_balance_sheet',                              2021-12-31    2021-09-30    2021-06-30  \
Capital Surplus            1.091100e+10  1.823373e+09  1.815770e+09   
Total Liab                 8.112000e+09  2.404585e+09  2.310672e+09   
Total Stockholder Equity   1.173800e+10  2.326112e+09  2.299895e+09   
Deferred Long Term Liab    5.000000e+06  5.329000e+06  5.844000e+06   
Other Current Liab         1.880000e+08  2.128940e+08  7.719900e+07   
Total Assets               1.990000e+10  4.730697e+09  4.610567e+09   
Common Stock               8.900000e+07  4.786200e+07  4.786200e+07   
Other Current Assets       2.400000e+07  1.323500e+07  1.540000e+07   
Retained Earnings          2.563000e+09  2.276071e+09  2.257320e+09   
Other Liab                 3.512000e+09  9.650310e+08  9.577370e+08   
Treasury Stock            -1.825000e+09 -1.821194e+09 -1.821057e+09   
Other Assets               7.200000e+07  3.109900e+07  3.170800e+07   
Cash                       1.036000e+09  7.627000e+07  1.581470e+08   
Total Current Liabilities  1.220000e+09  4.660100e+08  3.786840e+08   
Other Stockholder Equity   1.000000e+06  2.007000e+06  2.144000e+06   
Property Plant Equipment   1.769200e+10  4.256875e+09  4.182793e+09   
Total Current Assets       2.136000e+09  4.427230e+08  3.960660e+08   
Net Tangible Assets        1.173800e+10  2.326112e+09  2.299895e+09   
Net Receivables            1.037000e+09  3.404370e+08  2.051240e+08   
Long Term Debt             3.125000e+09  9.465090e+08  9.463160e+08   
Inventory                  3.900000e+07  1.278100e+07  1.739500e+07   
Accounts Payable           7.470000e+08  2.271920e+08  1.662560e+08   
Short Long Term Debt                NaN           NaN  1.000000e+08   

                             2021-03-31  
Capital Surplus            1.808232e+09  
Total Liab                 2.244882e+09  
Total Stockholder Equity   2.305970e+09  
Deferred Long Term Liab    6.360000e+06  
Other Current Liab         1.989500e+07  
Total Assets               4.550852e+09  
Common Stock               4.783800e+07  
Other Current Assets       2.198400e+07  
Retained Earnings          2.270819e+09  
Other Liab                 9.549700e+08  
Treasury Stock            -1.820919e+09  
Other Assets               3.078400e+07  
Cash                       1.736590e+08  
Total Current Liabilities  3.150920e+08  
Other Stockholder Equity   2.282000e+06  
Property Plant Equipment   4.108153e+09  
Total Current Assets       4.119150e+08  
Net Tangible Assets        2.305970e+09  
Net Receivables            2.004020e+08  
Long Term Debt             9.461230e+08  
Inventory                  1.587000e+07  
Accounts Payable           1.691010e+08  
Short Long Term Debt       1.000000e+08  ]
16
['quarterly_cashflow',                                             2021-12-31   2021-09-30  \
Change To Liabilities                      -17390000.0   76262000.0   
Total Cashflows From Investing Activities  771721000.0 -183894000.0   
Net Borrowings                              -2000000.0 -100000000.0   
Total Cash From Financing Activities      -764618000.0 -143963000.0   
Change To Operating Activities              17176000.0   -9218000.0   
Net Income                                 938468000.0   62714000.0   
Change In Cash                             959440000.0  -82663000.0   
Repurchase Of Stock                       -108431000.0 -108431000.0   
Total Cash From Operating Activities       952337000.0  245194000.0   
Depreciation                               410014000.0   97289000.0   
Dividends Paid                            -652187000.0  -43963000.0   
Change To Inventory                          2511000.0    4614000.0   
Change To Account Receivables             -159015000.0 -102009000.0   
Other Cashflows From Financing Activities   -2000000.0   -2000000.0   
Change To Netincome                       -320852000.0  148138000.0   
Capital Expenditures                      -268960000.0 -184101000.0   

                                            2021-06-30   2021-03-31  
Change To Liabilities                      -15297000.0    3425000.0  
Total Cashflows From Investing Activities -151302000.0 -123525000.0  
Net Borrowings                            -100000000.0  -88000000.0  
Total Cash From Financing Activities       -43963000.0 -133456000.0  
Change To Operating Activities               4956000.0  -13914000.0  
Net Income                                  30464000.0  126354000.0  
Change In Cash                             -16323000.0   33546000.0  
Repurchase Of Stock                       -108431000.0   -5569000.0  
Total Cash From Operating Activities       178942000.0  290527000.0  
Depreciation                                91549000.0   94148000.0  
Dividends Paid                             -43963000.0  -39887000.0  
Change To Inventory                         -1525000.0    -600000.0  
Change To Account Receivables               15143000.0   16881000.0  
Other Cashflows From Financing Activities   -2000000.0   -2000000.0  
Change To Netincome                         92703000.0   40011000.0  
Capital Expenditures                      -151322000.0 -123617000.0  ]
4
['quarterly_earnings',             Revenue   Earnings
Quarter                       
1Q2021    472918000  126354000
2Q2021    411788000   30464000
3Q2021    641678000   62714000
4Q2021   2143616000  938468000]
22
['quarterly_financials',                                           2021-12-31   2021-09-30  \
Research Development                            None         None   
Effect Of Accounting Charges                    None         None   
Income Before Tax                       1214465000.0   83216000.0   
Minority Interest                               None         None   
Net Income                               938468000.0   62714000.0   
Selling General Administrative            95410000.0   24998000.0   
Gross Profit                            1797984000.0  471530000.0   
Ebit                                    1298389000.0  135756000.0   
Operating Income                        1298389000.0  135756000.0   
Other Operating Expenses                 -14836000.0  209489000.0   
Interest Expense                         -24488000.0  -12577000.0   
Extraordinary Items                             None         None   
Non Recurring                                   None         None   
Other Items                                     None         None   
Income Tax Expense                       275997000.0   20502000.0   
Total Revenue                           2143616000.0  641678000.0   
Total Operating Expenses                 845227000.0  505922000.0   
Cost Of Revenue                          345632000.0  170148000.0   
Total Other Income Expense Net           -83924000.0  -52540000.0   
Discontinued Operations                         None         None   
Net Income From Continuing Ops           938468000.0   62714000.0   
Net Income Applicable To Common Shares   935468000.0   62714000.0   

                                         2021-06-30   2021-03-31  
Research Development                           None         None  
Effect Of Accounting Charges                   None         None  
Income Before Tax                        41304000.0  163015000.0  
Minority Interest                              None         None  
Net Income                               30464000.0  126354000.0  
Selling General Administrative           16837000.0   26755000.0  
Gross Profit                            262146000.0  319340000.0  
Ebit                                     60088000.0  177767000.0  
Operating Income                         60088000.0  177767000.0  
Other Operating Expenses                 91304000.0   18043000.0  
Interest Expense                        -12558000.0  -12377000.0  
Extraordinary Items                            None         None  
Non Recurring                                  None         None  
Other Items                                    None         None  
Income Tax Expense                       10840000.0   36661000.0  
Total Revenue                           411788000.0  472918000.0  
Total Operating Expenses                351700000.0  295151000.0  
Cost Of Revenue                         149642000.0  153578000.0  
Total Other Income Expense Net          -18784000.0  -14752000.0  
Discontinued Operations                        None         None  
Net Income From Continuing Ops           30464000.0  126354000.0  
Net Income Applicable To Common Shares   30464000.0  126354000.0  ]
10
['mutualfund_holders',                                               Holder    Shares Date Reported  \
0              Select Sector SPDR Fund-Energy Select  23925372    2022-01-30   
1             Vanguard Total Stock Market Index Fund  23123140    2021-12-30   
2                      Vanguard Small-Cap Index Fund  20493160    2021-12-30   
3                            Vanguard 500 Index Fund  17229139    2021-12-30   
4                   Washington Mutual Investors Fund  16985001    2022-01-30   
5           Vanguard Fenway Funds-Equity Income Fund  16267453    2021-12-30   
6                         Income Fund of America Inc  13333912    2022-01-30   
7               Vanguard Small-Cap Growth Index Fund  12758989    2021-12-30   
8  Victory Portfolios-Sycamore Established Value ...  12049383    2022-01-30   
9                          Fundamental Investors Inc  11357657    2021-12-30   

    % Out      Value  
0  0.0297  523965646  
1  0.0287  439339660  
2  0.0254  389370040  
3  0.0214  327353641  
4  0.0211  371971521  
5  0.0202  309081607  
6  0.0165  292012672  
7  0.0158  242420791  
8  0.0150  263881487  
9  0.0141  215795483  ]
4
['options', ('2022-07-15', '2022-09-16', '2023-01-20', '2024-01-19')]
27
['sustainability',                                      Value
2022-5                                    
palmOil                              False
controversialWeapons                 False
gambling                             False
socialScore                          14.01
nuclear                              False
furLeather                           False
alcoholic                            False
gmo                                  False
catholic                             False
socialPercentile                         0
peerCount                               66
governanceScore                       9.28
environmentPercentile                    0
animalTesting                        False
tobacco                              False
totalEsg                             46.68
highestControversy                       2
esgPerformance                        None
coal                                 False
pesticides                           False
adult                                False
percentile                           95.93
peerGroup              Oil & Gas Producers
smallArms                            False
environmentScore                     23.39
governancePercentile                     0
militaryContract                     False]
CVX
Index: SP500
Sector: Energy
supply trend: 181490743.72163388

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
CVX	1.078947	1.433	19.941	5.68	0.0315	3.473	38521999360	0.21783	12.431709	21073375232	...	0.683	92.025	Energy	1964809984	2.03	11704000512	5.957	29333000192	176843997184	17.0187

1 rows × 35 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	164.142905	173.680233	183.21756

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
CVX	1.209596	175.399994	181490743.721634	0.940293	0.97985	0.498334

ets next 13 weeks

3
['options', ('2022-06-17', '2023-01-20', '2024-01-19')]
27
['sustainability',                                      Value
2022-5                                    
palmOil                              False
controversialWeapons                 False
gambling                             False
socialScore                          10.63
nuclear                              False
furLeather                           False
alcoholic                            False
gmo                                  False
catholic                             False
socialPercentile                      None
peerCount                               66
governanceScore                       9.95
environmentPercentile                 None
animalTesting                         True
tobacco                              False
totalEsg                                43
highestControversy                       3
esgPerformance                   LEAD_PERF
coal                                 False
pesticides                           False
adult                                False
percentile                           92.22
peerGroup              Oil & Gas Producers
smallArms                            False
environmentScore                     22.42
governancePercentile                  None
militaryContract                     False]
DVN
Index: SP500
Sector: Energy
supply trend: 181231964.52344933

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
DVN	2.784803	1.376	71.922	5.08	0.0739	5506999808	0.41984	14.160611	2805625088	0.56522	...	2.003	19.784	Energy	677000000	1.7	2099000064	3.16	6760000000	13116999680	36.77259

1 rows × 34 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	65.748411	73.181587	80.614763

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
DVN	1.304951	74.059998	181231964.523449	0.925492	0.994381	0.555599

ets next 13 weeks

25
['quarterly_balance_sheet',                                     2021-12-31    2021-09-30    2021-06-30  \
Capital Surplus                   7.636000e+09  8.206000e+09  8.189000e+09   
Total Liab                        1.162600e+10  1.199600e+10  1.153000e+10   
Total Stockholder Equity          9.262000e+09  8.924000e+09  8.399000e+09   
Minority Interest                 1.370000e+08  1.370000e+08  1.360000e+08   
Other Current Liab                2.545000e+09  2.940000e+09  2.554000e+09   
Total Assets                      2.102500e+10  2.105700e+10  2.006500e+10   
Common Stock                      6.600000e+07  6.800000e+07  6.800000e+07   
Other Current Assets              5.240000e+08  4.860000e+08  5.030000e+08   
Retained Earnings                 1.692000e+09  7.500000e+08  2.430000e+08   
Other Liab                        1.805000e+09  1.743000e+09  1.698000e+09   
Good Will                         7.530000e+08  7.530000e+08  7.530000e+08   
Treasury Stock                   -1.320000e+08 -1.000000e+08 -1.010000e+08   
Other Assets                      3.780000e+08  3.670000e+08  3.970000e+08   
Cash                              2.099000e+09  2.144000e+09  1.348000e+09   
Total Current Liabilities         3.087000e+09  3.505000e+09  3.072000e+09   
Deferred Long Term Asset Charges  7.000000e+06           NaN           NaN   
Other Stockholder Equity         -1.320000e+08 -1.000000e+08 -1.010000e+08   
Property Plant Equipment          1.524300e+10  1.532200e+10  1.544100e+10   
Total Current Assets              4.249000e+09  4.227000e+09  3.076000e+09   
Long Term Investments             4.020000e+08  3.880000e+08  3.980000e+08   
Net Tangible Assets               8.509000e+09  8.171000e+09  7.646000e+09   
Net Receivables                   1.626000e+09  1.597000e+09  1.225000e+09   
Long Term Debt                    6.482000e+09  6.492000e+09  6.502000e+09   
Accounts Payable                  5.000000e+08  5.370000e+08  4.870000e+08   
Short Long Term Debt                       NaN           NaN           NaN   

                                    2021-03-31  
Capital Surplus                   8.172000e+09  
Total Liab                        1.197100e+10  
Total Stockholder Equity          8.353000e+09  
Minority Interest                 1.330000e+08  
Other Current Liab                2.124000e+09  
Total Assets                      2.045700e+10  
Common Stock                      6.700000e+07  
Other Current Assets              5.290000e+08  
Retained Earnings                 2.180000e+08  
Other Liab                        1.724000e+09  
Good Will                         7.530000e+08  
Treasury Stock                   -1.040000e+08  
Other Assets                      3.060000e+08  
Cash                              1.683000e+09  
Total Current Liabilities         2.945000e+09  
Deferred Long Term Asset Charges           NaN  
Other Stockholder Equity         -1.040000e+08  
Property Plant Equipment          1.552900e+10  
Total Current Assets              3.467000e+09  
Long Term Investments             4.020000e+08  
Net Tangible Assets               7.600000e+09  
Net Receivables                   1.255000e+09  
Long Term Debt                    7.042000e+09  
Accounts Payable                  5.640000e+08  
Short Long Term Debt              2.260000e+08  ]
17
['quarterly_cashflow',                                              2021-12-31    2021-09-30  \
Investments                               -1.700000e+07  9.000000e+06   
Change To Liabilities                     -1.800000e+07  4.690000e+08   
Total Cashflows From Investing Activities -5.180000e+08 -4.740000e+08   
Total Cash From Financing Activities      -1.149000e+09 -3.370000e+08   
Change To Operating Activities            -2.200000e+07 -2.900000e+07   
Net Income                                 1.506000e+09  8.380000e+08   
Change In Cash                            -5.000000e+07  7.820000e+08   
Repurchase Of Stock                       -5.890000e+08 -3.000000e+06   
Effect Of Exchange Rate                    1.000000e+06 -5.000000e+06   
Total Cash From Operating Activities       1.616000e+09  1.598000e+09   
Depreciation                               5.850000e+08  5.790000e+08   
Dividends Paid                            -7.300000e+07 -7.400000e+07   
Change To Account Receivables             -3.100000e+07 -3.320000e+08   
Other Cashflows From Financing Activities -6.000000e+06 -5.000000e+06   
Change To Netincome                       -4.010000e+08  1.130000e+08   
Capital Expenditures                      -5.150000e+08 -4.840000e+08   
Net Borrowings                                      NaN           NaN   

                                             2021-06-30   2021-03-31  
Investments                                8.000000e+06   10000000.0  
Change To Liabilities                      7.200000e+07   16000000.0  
Total Cashflows From Investing Activities -4.520000e+08 -130000000.0  
Total Cash From Financing Activities      -9.820000e+08 -824000000.0  
Change To Operating Activities            -7.600000e+07  -95000000.0  
Net Income                                 2.560000e+08  213000000.0  
Change In Cash                            -3.390000e+08 -359000000.0  
Repurchase Of Stock                       -9.000000e+06  -33000000.0  
Effect Of Exchange Rate                    2.000000e+06    3000000.0  
Total Cash From Operating Activities       1.093000e+09  592000000.0  
Depreciation                               5.360000e+08  481000000.0  
Dividends Paid                            -7.500000e+07 -128000000.0  
Change To Account Receivables             -1.000000e+08  -63000000.0  
Other Cashflows From Financing Activities -2.000000e+06  -28000000.0  
Change To Netincome                        2.840000e+08   25000000.0  
Capital Expenditures                      -5.090000e+08 -499000000.0  
Net Borrowings                            -7.420000e+08 -560000000.0  ]
4
['quarterly_earnings',             Revenue    Earnings
Quarter                        
1Q2021   2461000000   213000000
2Q2021   2977000000   256000000
3Q2021   3625000000   838000000
4Q2021   4054000000  1506000000]
22
['quarterly_financials',                                           2021-12-31    2021-09-30  \
Research Development                            None          None   
Effect Of Accounting Charges                    None          None   
Income Before Tax                       1662000000.0   964000000.0   
Minority Interest                        137000000.0   137000000.0   
Net Income                              1506000000.0   838000000.0   
Selling General Administrative            95000000.0    95000000.0   
Gross Profit                            2380000000.0  2088000000.0   
Ebit                                    1727000000.0  1068000000.0   
Operating Income                        1727000000.0  1068000000.0   
Other Operating Expenses                 -24000000.0   344000000.0   
Interest Expense                         -92000000.0   -93000000.0   
Extraordinary Items                             None          None   
Non Recurring                                   None          None   
Other Items                                     None          None   
Income Tax Expense                       150000000.0   120000000.0   
Total Revenue                           4054000000.0  3625000000.0   
Total Operating Expenses                2327000000.0  2557000000.0   
Cost Of Revenue                         1674000000.0  1537000000.0   
Total Other Income Expense Net           -65000000.0  -104000000.0   
Discontinued Operations                         None          None   
Net Income From Continuing Ops          1512000000.0   844000000.0   
Net Income Applicable To Common Shares  1487000000.0   832000000.0   

                                          2021-06-30    2021-03-31  
Research Development                            None          None  
Effect Of Accounting Charges                    None          None  
Income Before Tax                        304000000.0   -32000000.0  
Minority Interest                        136000000.0   133000000.0  
Net Income                               256000000.0   213000000.0  
Selling General Administrative            94000000.0   107000000.0  
Gross Profit                            1655000000.0  1291000000.0  
Ebit                                     320000000.0   202000000.0  
Operating Income                         320000000.0   202000000.0  
Other Operating Expenses                 702000000.0   512000000.0  
Interest Expense                         -98000000.0  -105000000.0  
Extraordinary Items                             None          None  
Non Recurring                                   None          None  
Other Items                                     None          None  
Income Tax Expense                        43000000.0  -248000000.0  
Total Revenue                           2977000000.0  2461000000.0  
Total Operating Expenses                2657000000.0  2259000000.0  
Cost Of Revenue                         1322000000.0  1170000000.0  
Total Other Income Expense Net           -16000000.0  -234000000.0  
Discontinued Operations                         None          None  
Net Income From Continuing Ops           261000000.0   216000000.0  
Net Income Applicable To Common Shares   253000000.0   211000000.0  ]
10
['mutualfund_holders',                                               Holder    Shares Date Reported  \
0             Vanguard Total Stock Market Index Fund  19232335    2021-12-30   
1              Select Sector SPDR Fund-Energy Select  18515332    2022-01-30   
2                        Vanguard Mid-Cap Index Fund  15295295    2021-12-30   
3                            Vanguard 500 Index Fund  13333264    2021-12-30   
4        Undiscovered Managers Behavioral Value Fund   7254904    2021-12-30   
5                             SPDR S&P 500 ETF Trust   6678214    2022-01-30   
6                            Fidelity 500 Index Fund   6447707    2022-02-27   
7                           iShares Core S&P 500 ETF   5236340    2022-01-30   
8                    Vanguard Index-Value Index Fund   5169015    2021-12-30   
9  Victory Portfolios-Sycamore Established Value ...   5050000    2022-01-30   

    % Out      Value  
0  0.0291  847184356  
1  0.0281  936320339  
2  0.0232  673757744  
3  0.0202  587330279  
4  0.0110  319578521  
5  0.0101  337717281  
6  0.0098  383960951  
7  0.0079  264801713  
8  0.0078  227695110  
9  0.0077  255378500  ]
3
['options', ('2022-07-15', '2023-01-20', '2024-01-19')]
27
['sustainability',                                      Value
2022-5                                    
palmOil                              False
controversialWeapons                 False
gambling                             False
socialScore                           8.78
nuclear                              False
furLeather                           False
alcoholic                            False
gmo                                  False
catholic                             False
socialPercentile                         0
peerCount                               66
governanceScore                       7.86
environmentPercentile                    0
animalTesting                        False
tobacco                              False
totalEsg                             34.39
highestControversy                       2
esgPerformance                   LEAD_PERF
coal                                 False
pesticides                           False
adult                                False
percentile                           76.03
peerGroup              Oil & Gas Producers
smallArms                            False
environmentScore                     17.75
governancePercentile                     0
militaryContract                     False]
EQT
Index: SP400
Sector: Energy
supply trend: 137472571.69969743

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	...	returnOnEquity	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue
EQT	1.156862	0.398	61.543	0.5	0.0133	-1089323008	-0.13465	21.603603	2408109568	0.734	...	-0.3018	1.206	23.313	Energy	377955008	2	16913000	0.046	5050277888	8089885184

1 rows × 32 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	37.159954	45.132857	53.10576

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
EQT	1.217357	47.959999	137472571.699697	0.938581	0.932879	0.501911

ets next 13 weeks

21
['quarterly_balance_sheet',                              2022-03-31    2021-12-31    2021-09-30  \
Total Liab                 1.360858e+10  1.156162e+10  1.475200e+10   
Total Stockholder Equity   8.188673e+09  1.002953e+10  8.248460e+09   
Minority Interest          1.736000e+07  1.623600e+07  1.126500e+07   
Other Current Liab         5.695198e+09  2.471048e+09  6.032718e+09   
Total Assets               2.181461e+10  2.160739e+10  2.301172e+10   
Common Stock               9.921348e+09  1.016796e+10  1.018065e+10   
Other Current Assets       1.304109e+09  6.911100e+08  1.428073e+09   
Retained Earnings         -1.725279e+09 -1.157790e+08 -1.908833e+09   
Other Liab                 1.446828e+09  1.926612e+09  1.346475e+09   
Treasury Stock            -7.396000e+06 -2.265700e+07 -2.335900e+07   
Other Assets               4.927920e+08  8.756020e+08  8.897110e+08   
Cash                       1.691300e+07  1.139630e+08  2.279200e+07   
Total Current Liabilities  7.605287e+09  5.080171e+09  7.228353e+09   
Short Long Term Debt       4.938150e+08  9.549000e+08  1.244100e+07   
Other Stockholder Equity  -4.548000e+06 -4.611000e+06 -5.157000e+06   
Property Plant Equipment   1.829589e+10  1.844502e+10  1.878111e+10   
Total Current Assets       3.025930e+09  2.286766e+09  3.340899e+09   
Net Tangible Assets        8.188673e+09  1.002953e+10  8.248460e+09   
Net Receivables            1.212596e+09  1.438031e+09  1.132364e+09   
Long Term Debt             4.556463e+09  4.530102e+09  6.177167e+09   
Accounts Payable           1.416274e+09  1.339251e+09  1.183194e+09   

                             2021-06-30  
Total Liab                 1.068284e+10  
Total Stockholder Equity   8.291758e+09  
Minority Interest          1.066400e+07  
Other Current Liab         2.459368e+09  
Total Assets               1.898526e+10  
Common Stock               8.245752e+09  
Other Current Assets       6.488550e+08  
Retained Earnings          7.128400e+07  
Other Liab                 1.907015e+09  
Treasury Stock            -2.527800e+07  
Other Assets               9.975310e+08  
Cash                       3.307700e+08  
Total Current Liabilities  3.679201e+09  
Short Long Term Debt       3.996990e+08  
Other Stockholder Equity  -5.194000e+06  
Property Plant Equipment   1.581907e+10  
Total Current Assets       2.168655e+09  
Net Tangible Assets        8.291758e+09  
Net Receivables            6.515680e+08  
Long Term Debt             5.096619e+09  
Accounts Payable           8.201340e+08  ]
18
['quarterly_cashflow',                                              2022-03-31    2021-12-31  \
Change To Liabilities                      5.286700e+07  1.804790e+08   
Total Cashflows From Investing Activities -2.911720e+08 -3.578840e+08   
Net Borrowings                            -5.441740e+08 -7.123310e+08   
Total Cash From Financing Activities      -8.270970e+08 -7.218910e+08   
Change To Operating Activities            -1.461280e+08  5.418350e+08   
Issuance Of Stock                          1.214000e+06  1.214000e+06   
Net Income                                -1.516048e+09  1.801333e+09   
Change In Cash                            -9.705000e+07  9.117100e+07   
Repurchase Of Stock                       -2.301390e+08 -1.296200e+07   
Total Cash From Operating Activities       1.021219e+09  1.170946e+09   
Depreciation                               4.352770e+08  5.105630e+08   
Other Cashflows From Investing Activities -1.490000e+05 -2.778600e+07   
Dividends Paid                            -4.706300e+07 -4.706300e+07   
Change To Account Receivables              2.259680e+08 -2.955500e+08   
Other Cashflows From Financing Activities -6.935000e+06  3.402000e+06   
Change To Netincome                        1.969283e+09 -1.570860e+09   
Capital Expenditures                      -2.922810e+08 -3.481900e+08   
Investments                                         NaN  2.436900e+07   

                                             2021-09-30   2021-06-30  
Change To Liabilities                      1.653180e+08   -5541000.0  
Total Cashflows From Investing Activities -1.039960e+09 -426988000.0  
Net Borrowings                             6.856860e+08  698705000.0  
Total Cash From Financing Activities       6.838740e+08  673609000.0  
Change To Operating Activities            -2.052750e+08 -360908000.0  
Issuance Of Stock                          1.214000e+06    1214000.0  
Net Income                                -1.980117e+09 -936457000.0  
Change In Cash                            -3.079780e+08  290100000.0  
Repurchase Of Stock                       -1.122000e+06     -51000.0  
Total Cash From Operating Activities       4.810800e+07   43479000.0  
Depreciation                               4.528740e+08  391417000.0  
Other Cashflows From Investing Activities  8.465000e+06    1758000.0  
Dividends Paid                            -4.706300e+07  -47063000.0  
Change To Account Receivables             -3.048780e+08   13335000.0  
Other Cashflows From Financing Activities -6.900000e+05  -25045000.0  
Change To Netincome                        1.923332e+09  941633000.0  
Capital Expenditures                      -2.366790e+08 -218982000.0  
Investments                                2.436900e+07   24369000.0  ]
4
['quarterly_earnings',             Revenue    Earnings
Quarter                        
2Q2021   1063417000  -936457000
3Q2021   1766717000 -1980117000
4Q2021   2792407000  1801333000
1Q2022   2467344000 -1516048000]
22
['quarterly_financials',                                           2022-03-31    2021-12-31  \
Research Development                            None          None   
Effect Of Accounting Charges                    None          None   
Income Before Tax                      -1980280000.0  2393634000.0   
Minority Interest                         17360000.0    16236000.0   
Net Income                             -1516048000.0  1801333000.0   
Selling General Administrative            69096000.0    52343000.0   
Gross Profit                            1911411000.0  2213006000.0   
Ebit                                   -1859484000.0  2753035000.0   
Operating Income                       -1859484000.0  2753035000.0   
Other Operating Expenses                3278929000.0 -1069974000.0   
Interest Expense                         -67902000.0   -76469000.0   
Extraordinary Items                             None          None   
Non Recurring                                   None          None   
Other Items                                     None          None   
Income Tax Expense                      -465697000.0   591080000.0   
Total Revenue                           2467344000.0  2792407000.0   
Total Operating Expenses                4326828000.0    39372000.0   
Cost Of Revenue                          555933000.0   579401000.0   
Total Other Income Expense Net          -120796000.0  -359401000.0   
Discontinued Operations                         None          None   
Net Income From Continuing Ops         -1514583000.0  1802554000.0   
Net Income Applicable To Common Shares -1516048000.0  1801333000.0   

                                          2021-09-30    2021-06-30  
Research Development                            None          None  
Effect Of Accounting Charges                    None          None  
Income Before Tax                      -2642431000.0 -1284365000.0  
Minority Interest                         11265000.0    10664000.0  
Net Income                             -1980117000.0  -936457000.0  
Selling General Administrative            49113000.0    49853000.0  
Gross Profit                            1239679000.0   573854000.0  
Ebit                                   -2568808000.0 -1208823000.0  
Operating Income                       -2568808000.0 -1208823000.0  
Other Operating Expenses                3296003000.0  1350757000.0  
Interest Expense                         -80349000.0   -76986000.0  
Extraordinary Items                             None          None  
Non Recurring                                   None          None  
Other Items                                     None          None  
Income Tax Expense                      -662915000.0  -347846000.0  
Total Revenue                           1766717000.0  1063417000.0  
Total Operating Expenses                4335525000.0  2272240000.0  
Cost Of Revenue                          527038000.0   489563000.0  
Total Other Income Expense Net           -73623000.0   -75542000.0  
Discontinued Operations                         None          None  
Net Income From Continuing Ops         -1979516000.0  -936519000.0  
Net Income Applicable To Common Shares -1980117000.0  -936457000.0  ]
10
['mutualfund_holders',                                               Holder    Shares Date Reported  \
0             Vanguard Total Stock Market Index Fund  10743775    2021-12-30   
1                      Vanguard Small-Cap Index Fund   9517470    2021-12-30   
2                        iShares Core S&P Midcap ETF   8386370    2022-01-30   
3                     Fidelity Low-Priced Stock Fund   7654281    2022-02-27   
4                  Price (T.Rowe) Mid-Cap Value Fund   6376041    2021-12-30   
5                Vanguard Small Cap Value Index Fund   6033276    2021-12-30   
6                     Blackrock Equity Dividend Fund   4987579    2022-01-30   
7                   BlackRock Global Allocation Fund   4799848    2022-01-30   
8                        Fidelity Mid-Cap Stock Fund   4651596    2022-02-27   
9  SPDR (R) Ser Tr-SPDR (R) S&P (R) Oil & Gas Exp...   4286671    2022-01-30   

    % Out      Value  
0  0.0291  234321732  
1  0.0258  207576020  
2  0.0227  178210362  
3  0.0207  177120062  
4  0.0173  139061454  
5  0.0163  131585749  
6  0.0135  105986053  
7  0.0130  101996770  
8  0.0126  107637931  
9  0.0116   91091758  ]
3
['options', ('2022-06-17', '2023-01-20', '2024-01-19')]
27
['sustainability',                                      Value
2022-5                                    
palmOil                              False
controversialWeapons                 False
gambling                             False
socialScore                          10.21
nuclear                              False
furLeather                           False
alcoholic                            False
gmo                                  False
catholic                             False
socialPercentile                         0
peerCount                               66
governanceScore                       7.64
environmentPercentile                    0
animalTesting                        False
tobacco                              False
totalEsg                             37.38
highestControversy                       1
esgPerformance                   LEAD_PERF
coal                                 False
pesticides                           False
adult                                False
percentile                           83.58
peerGroup              Oil & Gas Producers
smallArms                            False
environmentScore                     19.53
governancePercentile                     0
militaryContract                     False]
LNTH
Index: SP600
Sector: Healthcare
supply trend: 10889615.279878972

	beta	currentRatio	debtToEquity	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	grossProfits	...	returnOnEquity	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue
LNTH	0.750453	1.828	36.846	3.692	108329000	0.20002	21.648647	77142872	0.50913	187695000	...	-0.07151	1.258	7.998	Healthcare	68634096	2	105355000	1.535	190072992	541579008

1 rows × 32 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	59.745909	66.695412	73.644916

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
LNTH	2.300963	63.849998	10889615.279879	0.843029	0.990883	0.532857

ets next 13 weeks

1
['options', ('2022-07-15',)]
MCK
Index: SP500
Sector: Healthcare
supply trend: 33946622.76853253

	beta	currentRatio	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
MCK	0.663839	0.954	1.88	0.0059	-0.406	3191000064	0.01209	12.411926	2685625088	0.04957	...	0.118	1733.198	Healthcare	145364992	2.18	3532000000	24.297	7616999936	263965999104	43.771442

1 rows × 32 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	310.325661	323.309364	336.293067

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
MCK	0.653279	313.339996	33946622.768533	0.86712	0.998714	0.463166

ets next 13 weeks

3
['options', ('2022-08-19', '2023-01-20', '2024-01-19')]
27
['sustainability',                             Value
2022-5                           
palmOil                     False
controversialWeapons        False
gambling                    False
socialScore                  7.37
nuclear                     False
furLeather                  False
alcoholic                   False
gmo                         False
catholic                    False
socialPercentile             None
peerCount                      58
governanceScore              5.52
environmentPercentile        None
animalTesting               False
tobacco                     False
totalEsg                    15.17
highestControversy              3
esgPerformance         UNDER_PERF
coal                        False
pesticides                  False
adult                       False
percentile                  10.18
peerGroup              Healthcare
smallArms                   False
environmentScore             2.29
governancePercentile         None
militaryContract            False]
MPC
Index: SP500
Sector: Energy
supply trend: 132481329.19818456

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
MPC	1.910294	1.704	80.117	2.32	0.0242	1.917	7120999936	0.05912	25.672987	16415250432	...	0.967	189.986	Energy	615587968	2.92	10839000064	19.177	26904000512	120450998272	7.604941

1 rows × 35 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	89.236784	101.560094	113.883404

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
MPC	0.997729	108.339996	132481329.198185	0.931541	0.991702	0.523957

ets next 13 weeks

27
['quarterly_balance_sheet',                                     2021-12-31    2021-09-30    2021-06-30  \
Capital Surplus                   3.326200e+10  3.325600e+10  3.323800e+10   
Total Liab                        5.179200e+10  5.333600e+10  5.760700e+10   
Total Stockholder Equity          2.620600e+10  2.828000e+10  2.892100e+10   
Minority Interest                 7.375000e+09  7.684000e+09  7.772000e+09   
Other Current Liab                2.278000e+09  3.377000e+09  6.148000e+09   
Total Assets                      8.537300e+10  8.930000e+10  9.430000e+10   
Common Stock                      1.000000e+07  1.000000e+07  1.000000e+07   
Other Current Assets              5.680000e+08  5.850000e+08  5.850000e+08   
Retained Earnings                 1.290500e+10  1.248400e+10  1.216000e+10   
Other Liab                        7.999000e+09  8.193000e+09  8.825000e+09   
Good Will                         8.256000e+09  8.256000e+09  8.256000e+09   
Treasury Stock                   -1.997100e+10 -1.747000e+10 -1.648700e+10   
Other Assets                      2.400000e+09  2.463000e+09  2.532000e+09   
Cash                              5.291000e+09  5.874000e+09  1.183900e+10   
Total Current Liabilities         1.789800e+10  1.689800e+10  1.951200e+10   
Deferred Long Term Asset Charges  2.000000e+06           NaN           NaN   
Short Long Term Debt              4.980000e+08  7.300000e+07  7.000000e+07   
Other Stockholder Equity         -6.700000e+07 -3.440000e+08 -3.400000e+08   
Property Plant Equipment          3.881200e+10  3.905400e+10  3.949600e+10   
Total Current Assets              3.049600e+10  3.414300e+10  3.859200e+10   
Long Term Investments             5.409000e+09  5.384000e+09  5.424000e+09   
Net Tangible Assets               1.795000e+10  2.002400e+10  2.066500e+10   
Short Term Investments            5.548000e+09  7.352000e+09  5.418000e+09   
Net Receivables                   1.103400e+10  1.112100e+10  1.187100e+10   
Long Term Debt                    2.444300e+10  2.665500e+10  2.763900e+10   
Inventory                         8.055000e+09  9.211000e+09  8.879000e+09   
Accounts Payable                  1.370000e+10  1.219600e+10  1.217000e+10   

                                    2021-03-31  
Capital Surplus                   3.322200e+10  
Total Liab                        5.717200e+10  
Total Stockholder Equity          2.159200e+10  
Minority Interest                 7.887000e+09  
Other Current Liab                3.370000e+09  
Total Assets                      8.665100e+10  
Common Stock                      1.000000e+07  
Other Current Assets              1.176200e+10  
Retained Earnings                 4.029000e+09  
Other Liab                        9.386000e+09  
Good Will                         8.256000e+09  
Treasury Stock                   -1.566900e+10  
Other Assets                      2.594000e+09  
Cash                              6.240000e+08  
Total Current Liabilities         1.608500e+10  
Deferred Long Term Asset Charges           NaN  
Short Long Term Debt              6.900000e+07  
Other Stockholder Equity         -5.110000e+08  
Property Plant Equipment          4.000500e+10  
Total Current Assets              3.036100e+10  
Long Term Investments             5.435000e+09  
Net Tangible Assets               1.333600e+10  
Short Term Investments                     NaN  
Net Receivables                   9.568000e+09  
Long Term Debt                    3.006100e+10  
Inventory                         8.407000e+09  
Accounts Payable                  9.953000e+09  ]
19
['quarterly_cashflow',                                              2021-12-31    2021-09-30  \
Investments                                1.742000e+09 -1.934000e+09   
Change To Liabilities                      1.590000e+09  1.930000e+08   
Total Cashflows From Investing Activities  1.448000e+09 -2.054000e+09   
Net Borrowings                            -1.951000e+09 -1.018000e+09   
Total Cash From Financing Activities      -5.703000e+09 -2.762000e+09   
Change To Operating Activities            -2.000000e+06  1.000000e+06   
Issuance Of Stock                          3.500000e+07  1.800000e+07   
Net Income                                 7.740000e+08  6.940000e+08   
Change In Cash                            -5.810000e+08 -5.964000e+09   
Repurchase Of Stock                       -2.742000e+09 -9.280000e+08   
Total Cash From Operating Activities       3.674000e+09 -1.148000e+09   
Depreciation                               8.130000e+08  8.360000e+08   
Other Cashflows From Investing Activities  1.320000e+08  2.400000e+08   
Dividends Paid                            -3.540000e+08 -3.700000e+08   
Change To Inventory                        1.173000e+09 -3.260000e+08   
Change To Account Receivables             -1.534000e+09  1.820000e+08   
Other Cashflows From Financing Activities -6.910000e+08 -4.640000e+08   
Change To Netincome                        8.400000e+08 -2.746000e+09   
Capital Expenditures                      -4.810000e+08 -3.770000e+08   

                                             2021-06-30    2021-03-31  
Investments                               -5.477000e+09 -5.000000e+07  
Change To Liabilities                      2.656000e+09  1.821000e+09  
Total Cashflows From Investing Activities  1.567000e+10 -2.670000e+08  
Net Borrowings                            -4.169000e+09  8.650000e+08  
Total Cash From Financing Activities      -5.970000e+09  1.600000e+07  
Change To Operating Activities            -1.000000e+06  5.000000e+06  
Issuance Of Stock                          3.000000e+07  2.300000e+07  
Net Income                                 8.512000e+09 -2.420000e+08  
Change In Cash                             1.108000e+10  2.030000e+08  
Repurchase Of Stock                       -9.840000e+08 -9.840000e+08  
Total Cash From Operating Activities       1.380000e+09  4.540000e+08  
Depreciation                               8.710000e+08  8.440000e+08  
Other Cashflows From Investing Activities  2.144400e+10  1.100000e+07  
Dividends Paid                            -3.810000e+08 -3.790000e+08  
Change To Inventory                       -4.720000e+08 -4.080000e+08  
Change To Account Receivables             -2.224000e+09 -1.723000e+09  
Other Cashflows From Financing Activities -4.660000e+08 -4.930000e+08  
Change To Netincome                       -7.981000e+09  1.350000e+08  
Capital Expenditures                      -3.020000e+08 -3.040000e+08  ]
4
['quarterly_earnings',              Revenue    Earnings
Quarter                         
1Q2021   22788000000  -242000000
2Q2021   29734000000  8512000000
3Q2021   32491000000   694000000
4Q2021   35438000000   774000000]
22
['quarterly_financials',                                            2021-12-31     2021-09-30  \
Research Development                             None           None   
Effect Of Accounting Charges                     None           None   
Income Before Tax                        1348000000.0   1012000000.0   
Minority Interest                        7375000000.0   7684000000.0   
Net Income                                774000000.0    694000000.0   
Selling General Administrative            654000000.0    691000000.0   
Gross Profit                             3254000000.0   2928000000.0   
Ebit                                     1610000000.0   1208000000.0   
Operating Income                         1610000000.0   1208000000.0   
Other Operating Expenses                  177000000.0    193000000.0   
Interest Expense                         -302000000.0   -313000000.0   
Extraordinary Items                              None           None   
Non Recurring                                    None           None   
Other Items                                      None           None   
Income Tax Expense                        243000000.0    -18000000.0   
Total Revenue                           35438000000.0  32491000000.0   
Total Operating Expenses                33828000000.0  31283000000.0   
Cost Of Revenue                         32184000000.0  29563000000.0   
Total Other Income Expense Net           -262000000.0   -196000000.0   
Discontinued Operations                           NaN            NaN   
Net Income From Continuing Ops           1105000000.0   1030000000.0   
Net Income Applicable To Common Shares    772000000.0    694000000.0   

                                           2021-06-30     2021-03-31  
Research Development                             None           None  
Effect Of Accounting Charges                     None           None  
Income Before Tax                         593000000.0   -136000000.0  
Minority Interest                        7772000000.0   7887000000.0  
Net Income                               8512000000.0   -242000000.0  
Selling General Administrative            681000000.0    575000000.0  
Gross Profit                             2557000000.0   1704000000.0  
Ebit                                      816000000.0    123000000.0  
Operating Income                          816000000.0    123000000.0  
Other Operating Expenses                  189000000.0    162000000.0  
Interest Expense                         -318000000.0   -334000000.0  
Extraordinary Items                              None           None  
Non Recurring                                    None           None  
Other Items                                      None           None  
Income Tax Expense                          5000000.0     34000000.0  
Total Revenue                           29734000000.0  22788000000.0  
Total Operating Expenses                28918000000.0  22665000000.0  
Cost Of Revenue                         27177000000.0  21084000000.0  
Total Other Income Expense Net           -223000000.0   -259000000.0  
Discontinued Operations                  8214000000.0    234000000.0  
Net Income From Continuing Ops            588000000.0   -170000000.0  
Net Income Applicable To Common Shares   8512000000.0   -242000000.0  ]
10
['mutualfund_holders',                                               Holder    Shares Date Reported  \
0              Select Sector SPDR Fund-Energy Select  18103056    2022-01-30   
1             Vanguard Total Stock Market Index Fund  17494854    2021-12-30   
2                            Vanguard 500 Index Fund  13037019    2021-12-30   
3                        Vanguard Mid-Cap Index Fund   6960433    2021-12-30   
4                             SPDR S&P 500 ETF Trust   6540311    2022-01-30   
5                            Fidelity 500 Index Fund   6304109    2022-02-27   
6                           iShares Core S&P 500 ETF   5120813    2022-01-30   
7                    Vanguard Index-Value Index Fund   4704115    2021-12-30   
8  Vanguard Institutional Index Fund-Institutiona...   4638261    2021-12-30   
9                        iShares Select Dividend ETF   4127022    2022-01-30   

    % Out       Value  
0  0.0335  1298894268  
1  0.0323  1119495707  
2  0.0241   834238845  
3  0.0129   445398107  
4  0.0121   469267314  
5  0.0117   490900967  
6  0.0095   367418332  
7  0.0087   301016318  
8  0.0086   296802321  
9  0.0076   296113828  ]
4
['options', ('2022-07-15', '2022-09-16', '2023-01-20', '2024-01-19')]
27
['sustainability',                                       Value
2022-5                                     
palmOil                               False
controversialWeapons                  False
gambling                              False
socialScore                            7.01
nuclear                               False
furLeather                            False
alcoholic                             False
gmo                                   False
catholic                              False
socialPercentile                          0
peerCount                                39
governanceScore                        5.87
environmentPercentile                     0
animalTesting                         False
tobacco                               False
totalEsg                              28.78
highestControversy                        3
esgPerformance                         None
coal                                  False
pesticides                            False
adult                                 False
percentile                            57.14
peerGroup              Refiners & Pipelines
smallArms                             False
environmentScore                      15.91
governancePercentile                      0
militaryContract                      False]
MRO
Index: SP500
Sector: Energy
supply trend: 385905130.6354009

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	...	returnOnEquity	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue
MRO	2.766666	1.112	38.48	0.32	0.0119	3308999936	0.58921	15.454082	1785500032	0.77546	...	0.08905	1.091	7.136	Energy	778537024	0.93	580000000	0.794	4112000000	5616000000

1 rows × 33 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	25.156063	29.418428	33.680793

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
MRO	1.127529	30.290001	385905130.635401	0.900034	0.972772	0.54597

ets next 13 weeks

23
['quarterly_balance_sheet',                              2021-12-31    2021-09-30    2021-06-30  \
Capital Surplus            7.221000e+09  7.213000e+09  7.201000e+09   
Total Liab                 6.308000e+09  6.365000e+09  7.166000e+09   
Total Stockholder Equity   1.068600e+10  1.079600e+10  1.063400e+10   
Other Current Liab         3.680000e+08  4.960000e+08  5.020000e+08   
Total Assets               1.699400e+10  1.716100e+10  1.780000e+10   
Common Stock               9.370000e+08  9.370000e+08  9.370000e+08   
Other Current Assets       2.200000e+07  2.500000e+07  1.900000e+07   
Retained Earnings          7.271000e+09  6.669000e+09  6.524000e+09   
Other Liab                 6.440000e+08  6.420000e+08  6.650000e+08   
Treasury Stock            -4.743000e+09 -4.023000e+09 -4.028000e+09   
Other Assets               1.100000e+08  1.040000e+08  9.300000e+07   
Cash                       5.800000e+08  4.850000e+08  9.700000e+08   
Total Current Liabilities  1.637000e+09  1.676000e+09  1.575000e+09   
Short Long Term Debt       3.900000e+07  3.900000e+07  3.500000e+07   
Other Stockholder Equity   8.200000e+07  8.200000e+07  7.700000e+07   
Property Plant Equipment   1.458600e+10  1.484300e+10  1.511100e+10   
Total Current Assets       1.821000e+09  1.655000e+09  2.075000e+09   
Long Term Investments      4.770000e+08  5.590000e+08  5.210000e+08   
Net Tangible Assets        1.068600e+10  1.079600e+10  1.063400e+10   
Net Receivables            1.142000e+09  1.068000e+09  1.008000e+09   
Long Term Debt             3.980000e+09  3.983000e+09  4.882000e+09   
Inventory                  7.700000e+07  7.700000e+07  7.800000e+07   
Accounts Payable           1.110000e+09  1.028000e+09  9.370000e+08   

                             2021-03-31  
Capital Surplus            7.195000e+09  
Total Liab                 7.562000e+09  
Total Stockholder Equity   1.067100e+10  
Other Current Liab         3.810000e+08  
Total Assets               1.823300e+10  
Common Stock               9.370000e+08  
Other Current Assets       2.600000e+07  
Retained Earnings          6.540000e+09  
Other Liab                 6.950000e+08  
Treasury Stock            -4.001000e+09  
Other Assets               9.600000e+07  
Cash                       1.125000e+09  
Total Current Liabilities  1.899000e+09  
Short Long Term Debt       5.010000e+08  
Other Stockholder Equity   1.120000e+08  
Property Plant Equipment   1.542500e+10  
Total Current Assets       2.150000e+09  
Long Term Investments      5.620000e+08  
Net Tangible Assets        1.067100e+10  
Net Receivables            9.210000e+08  
Long Term Debt             4.910000e+09  
Inventory                  7.800000e+07  
Accounts Payable           9.180000e+08  ]
18
['quarterly_cashflow',                                              2021-12-31    2021-09-30  \
Investments                                4.600000e+07  9.000000e+06   
Change To Liabilities                      1.410000e+08  1.070000e+08   
Total Cashflows From Investing Activities -2.820000e+08 -2.650000e+08   
Total Cash From Financing Activities      -7.690000e+08 -1.036000e+09   
Change To Operating Activities            -2.000000e+07 -7.000000e+06   
Net Income                                 6.490000e+08  1.840000e+08   
Change In Cash                             9.500000e+07 -4.850000e+08   
Repurchase Of Stock                       -7.240000e+08 -1.000000e+06   
Total Cash From Operating Activities       1.146000e+09  8.160000e+08   
Depreciation                               4.630000e+08  5.830000e+08   
Dividends Paid                            -4.700000e+07 -3.900000e+07   
Change To Account Receivables             -7.600000e+07 -6.000000e+07   
Other Cashflows From Financing Activities  2.000000e+06 -9.600000e+07   
Change To Netincome                       -1.100000e+07  8.000000e+06   
Capital Expenditures                      -2.740000e+08 -2.890000e+08   
Net Borrowings                                      NaN -9.000000e+08   
Other Cashflows From Investing Activities           NaN  1.000000e+06   
Change To Inventory                                 NaN  1.000000e+06   

                                            2021-06-30   2021-03-31  
Investments                                  6000000.0    6000000.0  
Change To Liabilities                       20000000.0  101000000.0  
Total Cashflows From Investing Activities -256000000.0 -207000000.0  
Total Cash From Financing Activities      -554000000.0  -32000000.0  
Change To Operating Activities              12000000.0   61000000.0  
Net Income                                  16000000.0   97000000.0  
Change In Cash                            -155000000.0  383000000.0  
Repurchase Of Stock                         -1000000.0   -9000000.0  
Total Cash From Operating Activities       655000000.0  622000000.0  
Depreciation                               600000000.0  512000000.0  
Dividends Paid                             -32000000.0  -23000000.0  
Change To Account Receivables              -78000000.0 -175000000.0  
Other Cashflows From Financing Activities  -22000000.0  -22000000.0  
Change To Netincome                         85000000.0   28000000.0  
Capital Expenditures                      -274000000.0 -209000000.0  
Net Borrowings                            -500000000.0 -500000000.0  
Other Cashflows From Investing Activities    1000000.0   -1000000.0  
Change To Inventory                          1000000.0   -2000000.0  ]
4
['quarterly_earnings',             Revenue   Earnings
Quarter                       
1Q2021   1180000000   97000000
2Q2021   1259000000   16000000
3Q2021   1439000000  184000000
4Q2021   1738000000  649000000]
22
['quarterly_financials',                                           2021-12-31    2021-09-30  \
Research Development                            None          None   
Effect Of Accounting Charges                    None          None   
Income Before Tax                        683000000.0   188000000.0   
Minority Interest                               None          None   
Net Income                               649000000.0   184000000.0   
Selling General Administrative            61000000.0    70000000.0   
Gross Profit                            1393000000.0  1089000000.0   
Ebit                                     755000000.0   254000000.0   
Operating Income                         755000000.0   254000000.0   
Other Operating Expenses                  94000000.0   167000000.0   
Interest Expense                         -74000000.0   -57000000.0   
Extraordinary Items                             None          None   
Non Recurring                                   None          None   
Other Items                                     None          None   
Income Tax Expense                        34000000.0     4000000.0   
Total Revenue                           1738000000.0  1439000000.0   
Total Operating Expenses                 983000000.0  1185000000.0   
Cost Of Revenue                          345000000.0   350000000.0   
Total Other Income Expense Net           -72000000.0   -66000000.0   
Discontinued Operations                         None          None   
Net Income From Continuing Ops           649000000.0   184000000.0   
Net Income Applicable To Common Shares   649000000.0   184000000.0   

                                          2021-06-30    2021-03-31  
Research Development                            None          None  
Effect Of Accounting Charges                    None          None  
Income Before Tax                         26000000.0   107000000.0  
Minority Interest                               None          None  
Net Income                                16000000.0    97000000.0  
Selling General Administrative            69000000.0    75000000.0  
Gross Profit                             966000000.0   907000000.0  
Ebit                                      54000000.0    87000000.0  
Operating Income                          54000000.0    87000000.0  
Other Operating Expenses                 240000000.0   227000000.0  
Interest Expense                         -59000000.0   -13000000.0  
Extraordinary Items                             None          None  
Non Recurring                                   None          None  
Other Items                                     None          None  
Income Tax Expense                        10000000.0    10000000.0  
Total Revenue                           1259000000.0  1180000000.0  
Total Operating Expenses                1205000000.0  1093000000.0  
Cost Of Revenue                          293000000.0   273000000.0  
Total Other Income Expense Net           -28000000.0    20000000.0  
Discontinued Operations                         None          None  
Net Income From Continuing Ops            16000000.0    97000000.0  
Net Income Applicable To Common Shares    16000000.0    97000000.0  ]
10
['mutualfund_holders',                                    Holder    Shares Date Reported   % Out  \
0                     Vanguard/Windsor II  26018487    2022-01-30  0.0368   
1   Select Sector SPDR Fund-Energy Select  22895120    2022-01-30  0.0324   
2  Vanguard Total Stock Market Index Fund  22131478    2021-12-30  0.0313   
3           Vanguard Small-Cap Index Fund  19611815    2021-12-30  0.0277   
4                 Vanguard 500 Index Fund  16486851    2021-12-30  0.0233   
5     Vanguard Small Cap Value Index Fund  12430773    2021-12-30  0.0176   
6          Fidelity Low-Priced Stock Fund  12282677    2022-02-27  0.0174   
7                  SPDR S&P 500 ETF Trust   8364080    2022-01-30  0.0118   
8                 Fidelity 500 Index Fund   7972838    2022-02-27  0.0113   
9                     Invesco Comstock Fd   7808667    2022-01-30  0.0110   

       Value  
0  506579941  
1  445767986  
2  363398868  
3  322026002  
4  270714093  
5  204113292  
6  277097193  
7  162848637  
8  179867225  
9  152034746  ]
4
['options', ('2022-07-15', '2022-09-16', '2023-01-20', '2024-01-19')]
27
['sustainability',                                      Value
2022-5                                    
palmOil                              False
controversialWeapons                 False
gambling                             False
socialScore                          10.01
nuclear                              False
furLeather                           False
alcoholic                            False
gmo                                  False
catholic                             False
socialPercentile                         0
peerCount                               66
governanceScore                       8.13
environmentPercentile                    0
animalTesting                        False
tobacco                              False
totalEsg                             42.05
highestControversy                       2
esgPerformance                        None
coal                                 False
pesticides                           False
adult                                False
percentile                            90.8
peerGroup              Oil & Gas Producers
smallArms                            False
environmentScore                     23.91
governancePercentile                     0
militaryContract                     False]
MTOR
Index: SP600
Sector: error
supply trend: 20301256.12708018

MTOR

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	35.91395	36.090158	36.266367

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
MTOR	1.167952	36.119999	20301256.12708	0.990077	0.308552	0.433895

ets next 13 weeks

1
['options', ('2022-08-19',)]
MUSA
Index: SP400
Sector: Consumer Cyclical
supply trend: 7365132.299546142

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
MUSA	0.820982	1.083	283.285	1.24	0.005	2.025	950200000	0.05637	19.691177	451787488	...	0.501	658.653	Consumer Cyclical	24201600	4.6	356200000	14.718	2242200064	16855600128	13.386478

1 rows × 35 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	234.45771	245.340318	256.222926

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
MUSA	1.023661	237.960007	7365132.299546	0.839578	0.99617	0.410367

ets next 13 weeks

2
['options', ('2022-07-15', '2022-11-18')]
PBF
Index: SP600
Sector: Energy
supply trend: 65359710.136157334

	beta	currentRatio	debtToEquity	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	grossProfits	heldPercentInstitutions	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
PBF	2.259981	1.254	197.914	690400000	0.02194	14.665455	284750016	0.0362	671100000	0.80126	...	0.856	261.505	Energy	120828000	2.81	1434599936	11.873	4999499776	31470299136	19.549202

1 rows × 32 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	24.95881	34.143016	43.327222

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
PBF	1.018074	40.330002	65359710.136157	0.905392	0.730477	0.555776

ets next 13 weeks

5
['options', ('2022-06-17', '2022-07-15', '2022-12-16', '2023-01-20', '2024-01-19')]
SJI
Index: SP600
Sector: Utilities
supply trend: 18167782.072617248

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	...	returnOnEquity	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
SJI	0.767156	0.669	180.745	1.24	0.0371	563539008	0.2829	20.39521	-181286880	0.24213	...	0.04828	18.23	Utilities	112448000	3.26	28754000	0.245	3613896960	1991996032	48.587734

1 rows × 33 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	33.346404	34.247778	35.149152

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
SJI	1.10309	34.060001	18167782.072617	0.92623	0.165217	0.413386

ets next 13 weeks

27
['quarterly_balance_sheet',                              2021-12-31    2021-09-30    2021-06-30  \
Intangible Assets          1.404300e+07  1.473100e+07  1.611800e+07   
Capital Surplus            1.559060e+09  1.463655e+09  1.462322e+09   
Total Liab                 5.309231e+09  5.187967e+09  4.938285e+09   
Total Stockholder Equity   1.989152e+09  1.828587e+09  1.887399e+09   
Minority Interest          1.028900e+07  7.457000e+06  7.425000e+06   
Deferred Long Term Liab    6.724160e+08  6.694870e+08  6.701760e+08   
Other Current Liab         1.596050e+08  2.273930e+08  1.760970e+08   
Total Assets               7.308672e+09  7.024011e+09  6.833109e+09   
Common Stock               1.466750e+08  1.405610e+08  1.405570e+08   
Other Current Assets       9.504100e+07  1.416900e+08  8.351100e+07   
Retained Earnings          3.104330e+08  2.628420e+08  3.229880e+08   
Other Liab                 1.141049e+09  1.165851e+09  1.163466e+09   
Good Will                  7.069600e+08  7.069600e+08  7.069600e+08   
Treasury Stock            -2.701600e+07 -3.847100e+07 -3.846800e+07   
Other Assets               9.811060e+08  9.530460e+08  9.168080e+08   
Cash                       2.875400e+07  2.541500e+07  8.789900e+07   
Total Current Liabilities  9.556820e+08  8.187800e+08  5.896010e+08   
Short Long Term Debt       6.663900e+07  6.663600e+07  9.155500e+07   
Other Stockholder Equity  -2.672900e+07 -3.819100e+07 -3.820000e+07   
Property Plant Equipment   4.929055e+09  4.741429e+09  4.633664e+09   
Total Current Assets       6.389620e+08  5.716560e+08  5.270180e+08   
Long Term Investments      3.854600e+07  3.618900e+07  3.254100e+07   
Net Tangible Assets        1.268149e+09  1.106896e+09  1.164321e+09   
Net Receivables            3.951240e+08  2.603440e+08  2.495690e+08   
Long Term Debt             3.190808e+09  3.197736e+09  3.182118e+09   
Inventory                  6.079700e+07  6.639100e+07  4.158000e+07   
Accounts Payable           3.301640e+08  3.009550e+08  2.261080e+08   

                             2021-03-31  
Intangible Assets          1.570100e+07  
Capital Surplus            1.193552e+09  
Total Liab                 4.971266e+09  
Total Stockholder Equity   1.737118e+09  
Minority Interest          6.124000e+06  
Deferred Long Term Liab    6.507100e+08  
Other Current Liab         1.368470e+08  
Total Assets               6.714508e+09  
Common Stock               1.282150e+08  
Other Current Assets       3.854100e+07  
Retained Earnings          4.538230e+08  
Other Liab                 1.148234e+09  
Good Will                  7.069600e+08  
Treasury Stock            -3.847200e+07  
Other Assets               8.649660e+08  
Cash                       3.038600e+07  
Total Current Liabilities  7.526990e+08  
Short Long Term Debt       1.433030e+08  
Other Stockholder Equity  -3.820800e+07  
Property Plant Equipment   4.524998e+09  
Total Current Assets       4.889150e+08  
Long Term Investments      1.129680e+08  
Net Tangible Assets        1.014457e+09  
Net Receivables            3.626680e+08  
Long Term Debt             3.067233e+09  
Inventory                  2.054900e+07  
Accounts Payable           2.180780e+08  ]
15
['quarterly_cashflow',                                            2021-12-31   2021-09-30  \
Net Income                                        0.0  -26130000.0   
Change To Liabilities                             0.0          0.0   
Investments                                       NaN  -22044000.0   
Total Cashflows From Investing Activities         NaN -164851000.0   
Net Borrowings                                    NaN  107800000.0   
Total Cash From Financing Activities              NaN   70091000.0   
Change In Cash                                    NaN  -62484000.0   
Total Cash From Operating Activities              NaN   32276000.0   
Depreciation                                      NaN   48089000.0   
Other Cashflows From Investing Activities         NaN   -1418000.0   
Dividends Paid                                    NaN  -34007000.0   
Other Cashflows From Financing Activities         NaN   -3702000.0   
Change To Netincome                               NaN   10317000.0   
Capital Expenditures                              NaN -141378000.0   
Issuance Of Stock                                 NaN          NaN   

                                            2021-06-30   2021-03-31  
Net Income                                 -96828000.0  128598000.0  
Change To Liabilities                              0.0          0.0  
Investments                                -17530000.0    -196000.0  
Total Cashflows From Investing Activities -156992000.0 -112328000.0  
Net Borrowings                             -84100000.0 -127600000.0  
Total Cash From Financing Activities       169869000.0  -96098000.0  
Change In Cash                              56065000.0   -9963000.0  
Total Cash From Operating Activities        43188000.0  198463000.0  
Depreciation                                49180000.0   54440000.0  
Other Cashflows From Investing Activities    1968000.0   -6752000.0  
Dividends Paid                             -30453000.0  -30453000.0  
Other Cashflows From Financing Activities   -3078000.0  -10770000.0  
Change To Netincome                         90836000.0   15425000.0  
Capital Expenditures                      -126758000.0 -105380000.0  
Issuance Of Stock                          287500000.0   42272000.0  ]
4
['quarterly_earnings',            Revenue   Earnings
Quarter                      
1Q2021   674300000  128598000
2Q2021   311828000  -96828000
3Q2021   365631000  -26130000
4Q2021           0          0]
22
['quarterly_financials',                                         2021-12-31   2021-09-30   2021-06-30  \
Research Development                          None         None         None   
Effect Of Accounting Charges                  None         None         None   
Income Before Tax                              NaN  -37557000.0 -101362000.0   
Minority Interest                       10289000.0    7457000.0    7425000.0   
Net Income                                     0.0  -26130000.0  -96828000.0   
Selling General Administrative                None         None         None   
Gross Profit                                   0.0   16068000.0   47452000.0   
Ebit                                           0.0   -8973000.0   11609000.0   
Operating Income                               NaN   -8973000.0   11609000.0   
Other Operating Expenses                       NaN   -8040000.0    2812000.0   
Interest Expense                               NaN  -31468000.0  -31185000.0   
Extraordinary Items                           None         None         None   
Non Recurring                                 None         None         None   
Other Items                                   None         None         None   
Income Tax Expense                             0.0  -11727000.0   -4702000.0   
Total Revenue                                  0.0  365631000.0  311828000.0   
Total Operating Expenses                       0.0  374604000.0  300219000.0   
Cost Of Revenue                                0.0  349563000.0  264376000.0   
Total Other Income Expense Net                 0.0  -28584000.0 -112971000.0   
Discontinued Operations                        NaN    -127000.0     -80000.0   
Net Income From Continuing Ops                 NaN  -25830000.0  -96660000.0   
Net Income Applicable To Common Shares         NaN  -26130000.0  -96828000.0   

                                         2021-03-31  
Research Development                           None  
Effect Of Accounting Charges                   None  
Income Before Tax                       170567000.0  
Minority Interest                         6124000.0  
Net Income                              128598000.0  
Selling General Administrative                 None  
Gross Profit                            232623000.0  
Ebit                                    196828000.0  
Operating Income                        196828000.0  
Other Operating Expenses                  3983000.0  
Interest Expense                        -31459000.0  
Extraordinary Items                            None  
Non Recurring                                  None  
Other Items                                    None  
Income Tax Expense                       41769000.0  
Total Revenue                           674300000.0  
Total Operating Expenses                477472000.0  
Cost Of Revenue                         441677000.0  
Total Other Income Expense Net          -26261000.0  
Discontinued Operations                    -71000.0  
Net Income From Continuing Ops          128798000.0  
Net Income Applicable To Common Shares  128598000.0  ]
10
['mutualfund_holders',                                               Holder    Shares Date Reported  \
0     SPDR (R) Ser Tr- SPDR (R) S&P (R) Dividend ETF  11551756    2022-01-30   
1                      iShares Core S&P Smallcap ETF   7909776    2022-01-30   
2             Vanguard Total Stock Market Index Fund   3185871    2021-12-30   
3                      Vanguard Small-Cap Index Fund   2832115    2021-12-30   
4                           iShares Russell 2000 ETF   2351525    2022-01-30   
5  SSgA SPDR ETFS Europe I-SPDR S&P US Dividend A...   2037036    2022-02-27   
6  SSgA SPDR ETFS Europe I-SPDR S&P U.S. Div Aris...   2037036    2022-02-27   
7                 iShares S&P Smallcap 600 Value ETF   1870014    2022-01-30   
8                Vanguard Small Cap Value Index Fund   1795423    2021-12-30   
9  Delaware Group Equity Funds V-Small Cap Value ...   1632000    2022-02-27   

    % Out      Value  
0  0.0944  289024935  
1  0.0646  197902595  
2  0.0260   83214950  
3  0.0231   73974843  
4  0.0192   58835155  
5  0.0166   69116631  
6  0.0166   69116631  
7  0.0153   46787750  
8  0.0147   46896448  
9  0.0133   55373760  ]
1
['options', ('2022-07-15',)]
SWX
Index: SP400
Sector: Utilities
supply trend: 7059509.30408472

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
SWX	0.108035	0.778	174.475	2.48	0.0263	-0.222	786628992	0.19366	19.052631	-470833120	...	0.431	67.779	Utilities	66852000	1.78	624665984	9.344	6324827136	4061953024	31.40474

1 rows × 35 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	91.063144	92.741905	94.420666

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
SWX	1.47625	91.889999	7059509.304085	0.903418	0.284442	0.398907

ets next 13 weeks

1
['options', ('2022-07-15',)]
TVTY
Index: SP600
Sector: error
supply trend: 14974563.993948562

TVTY

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	31.743907	32.163968	32.58403

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
TVTY	0.975728	32.279999	14974563.993949	0.973128	0.524133	0.449983

ets next 13 weeks

1
['options', ('2022-08-19',)]
XOM
Index: SP500
Sector: Energy
supply trend: 399482859.5310136

	beta	currentRatio	debtToEquity	dividendRate	dividendYield	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
XOM	1.040834	1.072	26.929	3.52	0.0341	1.003	53895000064	0.17427	11.818078	31484874752	...	0.525	72.369	Energy	4213199872	1.13	11073999872	2.629	47537000448	309269004288	17.34494

1 rows × 35 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	85.804488	95.616984	105.42948

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
XOM	1.434399	100.459999	399482859.531014	0.931373	0.977852	0.536671

ets next 13 weeks

5
['options', ('2022-06-17', '2022-07-15', '2023-01-20', '2024-01-19', '2026-02-21')]
27
['sustainability',                                      Value
2022-5                                    
palmOil                              False
controversialWeapons                 False
gambling                             False
socialScore                           9.82
nuclear                              False
furLeather                           False
alcoholic                            False
gmo                                  False
catholic                             False
socialPercentile                      None
peerCount                               66
governanceScore                       8.14
environmentPercentile                 None
animalTesting                         True
tobacco                              False
totalEsg                             36.46
highestControversy                       3
esgPerformance                    OUT_PERF
coal                                 False
pesticides                           False
adult                                False
percentile                            81.8
peerGroup              Oil & Gas Producers
smallArms                            False
environmentScore                     18.51
governancePercentile                  None
militaryContract                     False]
Y
Index: SP400
Sector: Financial Services
supply trend: 1456858.6989409984

	beta	currentRatio	debtToEquity	earningsGrowth	ebitda	ebitdaMargins	forwardPE	freeCashflow	grossMargins	grossProfits	...	revenueGrowth	revenuePerShare	sector	sharesOutstanding	shortRatio	totalCash	totalCashPerShare	totalDebt	totalRevenue	trailingPE
Y	0.663839	1.597	31.5	-0.433	1620000000	0.13423	9.936376	90016496	0.44211	5101669000	...	0.025	878.577	Financial Services	13454900	2.32	2298860032	170.857	2822777088	12069126144	12.311554

1 rows × 33 columns

2022-06-10

	21dBOLD	21dMA-TP	21dBOLU
2022-06-10	831.51432	833.616982	835.719644

	volume_factor	latest_p	vol_30d_2yr	pct_2yr	adf	hurst
Y	1.713893	834.109985	1456858.698941	0.928509	0.389055	0.457411

ets next 13 weeks

1
['options', ('2022-07-15',)]
27
['sustainability',                            Value
2022-5                          
palmOil                    False
controversialWeapons       False
gambling                   False
socialScore                 8.71
nuclear                    False
furLeather                 False
alcoholic                  False
gmo                        False
catholic                   False
socialPercentile            None
peerCount                     96
governanceScore            11.77
environmentPercentile       None
animalTesting              False
tobacco                    False
totalEsg                   21.71
highestControversy             1
esgPerformance          AVG_PERF
coal                       False
pesticides                 False
adult                      False
percentile                 30.32
peerGroup              Insurance
smallArms                  False
environmentScore            1.23
governancePercentile        None
militaryContract           False]